DataFrame
NO COMPARISON TARGET
29256
ROWS
0
DUPLICATES
22.5 MB
RAM
82
FEATURES
25
CATEGORICAL
57
NUMERICAL
0
TEXT
2.1.3
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
SEQN
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
29,256
(100%)
ZEROES:
---
MAX
102,956
95%
99,960
Q3
87,931
AVG
72,099
MEDIAN
71,243
Q1
56,318
5%
44,432
MIN
41,475
RANGE
61,481
IQR
31,612
STD
18,026
VAR
324.9M
KURT.
-1.25
SKEW
0.013
SUM
2.1B
2
GENDER
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
3
AGE
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
60
(<1%)
ZEROES:
---
MAX
79.0
95%
74.0
Q3
61.0
MEDIAN
48.0
AVG
47.8
Q1
34.0
5%
22.0
MIN
20.0
RANGE
59.0
IQR
27.0
STD
16.3
VAR
265
KURT.
-1.11
SKEW
0.042
SUM
1.4M
4
ETHNICITY
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
5
EDUCATION
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
6
HOUSE_INDIV
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
7
FAMILY_SIZE
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
8
FAM_INCOME
VALUES:
28,765
(98%)
MISSING:
491
(2%)
DISTINCT:
16
(<1%)
ZEROES:
---
MAX
99.0
95%
15.0
Q3
14.0
AVG
11.1
MEDIAN
7.0
Q1
5.0
5%
2.0
MIN
1.0
RANGE
98.0
IQR
9.00
STD
15.4
VAR
237
KURT.
20.5
SKEW
4.47
SUM
318k
9
INTERVIE_wgt
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
18,380
(63%)
ZEROES:
---
MAX
433k
95%
117k
Q3
52k
AVG
41k
MEDIAN
26k
Q1
17k
5%
9k
MIN
3k
RANGE
430k
IQR
34,804
STD
37,600
VAR
1.4B
KURT.
7.69
SKEW
2.26
SUM
1.2B
10
EXAM_wgt
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
22,763
(78%)
ZEROES:
---
MAX
420k
95%
121k
Q3
54k
AVG
42k
MEDIAN
27k
Q1
18k
5%
9k
MIN
3k
RANGE
417k
IQR
36,129
STD
38,876
VAR
1.5B
KURT.
7.76
SKEW
2.28
SUM
1.2B
11
HEIGHT
VALUES:
29,229
(>99%)
MISSING:
27
(<1%)
DISTINCT:
600
(2%)
ZEROES:
---
MAX
204.5
95%
184.2
Q3
174.6
AVG
167.3
MEDIAN
167.0
Q1
159.9
5%
151.2
MIN
123.3
RANGE
81.2
IQR
14.7
STD
10.1
VAR
102
KURT.
-0.402
SKEW
0.106
SUM
4.9M
12
WEIGHT
VALUES:
29,222
(>99%)
MISSING:
34
(<1%)
DISTINCT:
1,296
(4%)
ZEROES:
---
MAX
218
95%
122
Q3
94
AVG
82
MEDIAN
79
Q1
67
5%
53
MIN
32
RANGE
186
IQR
26.6
STD
21.5
VAR
462
KURT.
1.78
SKEW
1.01
SUM
2.4M
13
BMI
VALUES:
29,203
(>99%)
MISSING:
53
(<1%)
DISTINCT:
2,847
(10%)
ZEROES:
---
MAX
84.9
95%
42.2
Q3
32.8
AVG
29.3
MEDIAN
28.2
Q1
24.4
5%
20.2
MIN
13.2
RANGE
71.7
IQR
8.40
STD
6.92
VAR
47.9
KURT.
2.34
SKEW
1.13
SUM
855k
14
WAIST_CIRC
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
987
(3%)
ZEROES:
---
MAX
178
95%
130
Q3
109
AVG
99
MEDIAN
98
Q1
88
5%
75
MIN
56
RANGE
123
IQR
21.7
STD
16.6
VAR
276
KURT.
0.497
SKEW
0.602
SUM
2.9M
15
pusle
VALUES:
28,448
(97%)
MISSING:
808
(3%)
DISTINCT:
53
(<1%)
ZEROES:
---
MAX
224
95%
94
Q3
80
AVG
73
MEDIAN
72
Q1
64
5%
56
MIN
36
RANGE
188
IQR
16.0
STD
11.9
VAR
141
KURT.
1.79
SKEW
0.673
SUM
2.1M
16
pulse_type
VALUES:
28,456
(97%)
MISSING:
800
(3%)
DISTINCT:
2
(<1%)
17
SBP_first
VALUES:
27,241
(93%)
MISSING:
2,015
(7%)
DISTINCT:
80
(<1%)
ZEROES:
---
MAX
236
95%
158
Q3
134
AVG
124
MEDIAN
122
Q1
112
5%
100
MIN
66
RANGE
170
IQR
22.0
STD
18.1
VAR
327
KURT.
1.88
SKEW
1.01
SUM
3.4M
18
DBP_first
VALUES:
27,805
(95%)
MISSING:
1,451
(5%)
DISTINCT:
80
(<1%)
ZEROES:
---
MAX
238
95%
156
Q3
134
AVG
123
MEDIAN
120
Q1
110
5%
98
MIN
66
RANGE
172
IQR
24.0
STD
18.1
VAR
326
KURT.
1.86
SKEW
1.000
SUM
3.4M
19
SBP_second
VALUES:
27,241
(93%)
MISSING:
2,015
(7%)
DISTINCT:
59
(<1%)
ZEROES:
102
(<1%)
MAX
134
95%
90
Q3
78
MEDIAN
72
AVG
71
Q1
64
5%
52
MIN
0
RANGE
134
IQR
14.0
STD
12.4
VAR
155
KURT.
3.87
SKEW
-0.591
SUM
1.9M
20
DBP_second
VALUES:
27,805
(95%)
MISSING:
1,451
(5%)
DISTINCT:
57
(<1%)
ZEROES:
149
(<1%)
MAX
134
95%
90
Q3
78
MEDIAN
72
AVG
71
Q1
64
5%
52
MIN
0
RANGE
134
IQR
14.0
STD
12.8
VAR
163
KURT.
4.67
SKEW
-0.758
SUM
2.0M
21
age_first_smoke
VALUES:
12,940
(44%)
MISSING:
16,316
(56%)
DISTINCT:
62
(<1%)
ZEROES:
442
(2%)
MAX
999
95%
28
Q3
20
AVG
21
MEDIAN
17
Q1
15
5%
10
MIN
0
RANGE
999
IQR
5.00
STD
58.8
VAR
3,452
KURT.
263
SKEW
16.2
SUM
272k
22
sw_smoker_cat
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
23
sw_cannabis
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
24
sw_drugs
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
25
ALBUMIN
VALUES:
27,734
(95%)
MISSING:
1,522
(5%)
DISTINCT:
35
(<1%)
ZEROES:
---
MAX
56.0
95%
48.0
Q3
45.0
MEDIAN
42.5
AVG
42.4
Q1
40.0
5%
37.0
MIN
21.0
RANGE
35.0
IQR
5.00
STD
3.34
VAR
11.2
KURT.
0.742
SKEW
-0.245
SUM
1.2M
26
BUN
VALUES:
27,730
(95%)
MISSING:
1,526
(5%)
DISTINCT:
72
(<1%)
ZEROES:
---
MAX
34.3
95%
7.8
Q3
5.7
AVG
4.8
MEDIAN
4.6
Q1
3.6
5%
2.5
MIN
0.4
RANGE
33.9
IQR
2.14
STD
1.94
VAR
3.78
KURT.
18.0
SKEW
2.65
SUM
133k
27
CALCIO
VALUES:
27,701
(95%)
MISSING:
1,555
(5%)
DISTINCT:
50
(<1%)
ZEROES:
---
MAX
3.70
95%
2.50
Q3
2.40
MEDIAN
2.35
AVG
2.35
Q1
2.30
5%
2.20
MIN
1.60
RANGE
2.10
IQR
0.100
STD
0.091
VAR
0.008
KURT.
3.63
SKEW
0.398
SUM
65,027
28
CHOLESTEROL
VALUES:
27,727
(95%)
MISSING:
1,529
(5%)
DISTINCT:
314
(1%)
ZEROES:
---
MAX
16.5
95%
6.9
Q3
5.6
AVG
5.0
MEDIAN
4.9
Q1
4.2
5%
3.4
MIN
0.2
RANGE
16.4
IQR
1.40
STD
1.08
VAR
1.16
KURT.
2.24
SKEW
0.709
SUM
138k
29
CREATININE
VALUES:
27,732
(95%)
MISSING:
1,524
(5%)
DISTINCT:
319
(1%)
ZEROES:
---
MAX
1,471
95%
113
Q3
88
AVG
78
MEDIAN
74
Q1
63
5%
50
MIN
22
RANGE
1,449
IQR
24.8
STD
36.8
VAR
1,351
KURT.
317
SKEW
13.5
SUM
2.2M
30
GLUCOSE
VALUES:
27,732
(95%)
MISSING:
1,524
(5%)
DISTINCT:
398
(1%)
ZEROES:
---
MAX
43.1
95%
9.3
Q3
5.8
AVG
5.7
MEDIAN
5.2
Q1
4.8
5%
4.2
MIN
1.1
RANGE
42.1
IQR
1.01
STD
2.22
VAR
4.93
KURT.
31.9
SKEW
4.68
SUM
158k
31
IRON
VALUES:
27,697
(95%)
MISSING:
1,559
(5%)
DISTINCT:
275
(<1%)
ZEROES:
---
MAX
99.8
95%
26.5
Q3
18.8
AVG
15.2
MEDIAN
14.5
Q1
10.9
5%
6.3
MIN
0.4
RANGE
99.4
IQR
7.90
STD
6.38
VAR
40.7
KURT.
3.79
SKEW
1.06
SUM
422k
32
PHOSPHORUS
VALUES:
27,727
(95%)
MISSING:
1,529
(5%)
DISTINCT:
58
(<1%)
ZEROES:
---
MAX
3.10
95%
1.49
Q3
1.32
AVG
1.20
MEDIAN
1.20
Q1
1.07
5%
0.90
MIN
0.48
RANGE
2.62
IQR
0.258
STD
0.182
VAR
0.033
KURT.
1.37
SKEW
0.323
SUM
33,251
33
BILIRUBIN
VALUES:
27,711
(95%)
MISSING:
1,545
(5%)
DISTINCT:
51
(<1%)
ZEROES:
15
(<1%)
MAX
125
95%
21
Q3
14
AVG
11
MEDIAN
10
Q1
9
5%
3
MIN
0
RANGE
125
IQR
5.13
STD
5.35
VAR
28.6
KURT.
20.2
SKEW
2.20
SUM
309k
34
PROTEIN
VALUES:
27,694
(95%)
MISSING:
1,562
(5%)
DISTINCT:
53
(<1%)
ZEROES:
---
MAX
108.0
95%
79.0
Q3
75.0
MEDIAN
72.0
AVG
71.8
Q1
69.0
5%
65.0
MIN
47.0
RANGE
61.0
IQR
6.00
STD
4.58
VAR
21.0
KURT.
1.11
SKEW
0.265
SUM
2.0M
35
TRIGLYCERIDS
VALUES:
27,770
(95%)
MISSING:
1,486
(5%)
DISTINCT:
804
(3%)
ZEROES:
---
MAX
68.4
95%
4.1
Q3
2.1
AVG
1.7
MEDIAN
1.4
Q1
0.9
5%
0.5
MIN
0.1
RANGE
68.3
IQR
1.21
STD
1.52
VAR
2.32
KURT.
200
SKEW
8.16
SUM
48,593
36
URIC_ACID
VALUES:
27,725
(95%)
MISSING:
1,531
(5%)
DISTINCT:
116
(<1%)
ZEROES:
---
MAX
1,071
95%
475
Q3
375
AVG
324
MEDIAN
315
Q1
262
5%
196
MIN
24
RANGE
1,047
IQR
113
STD
85.0
VAR
7,218
KURT.
0.753
SKEW
0.549
SUM
9.0M
37
GLOBULIN
VALUES:
27,693
(95%)
MISSING:
1,563
(5%)
DISTINCT:
55
(<1%)
ZEROES:
---
MAX
72.0
95%
37.0
Q3
32.0
AVG
29.3
MEDIAN
29.0
Q1
26.0
5%
23.0
MIN
8.0
RANGE
64.0
IQR
6.00
STD
4.56
VAR
20.8
KURT.
2.68
SKEW
0.775
SUM
812k
38
HbA1c
VALUES:
28,111
(96%)
MISSING:
1,145
(4%)
DISTINCT:
126
(<1%)
ZEROES:
---
MAX
17.8
95%
7.7
Q3
5.9
AVG
5.8
MEDIAN
5.5
Q1
5.2
5%
4.8
MIN
2.0
RANGE
15.8
IQR
0.700
STD
1.10
VAR
1.21
KURT.
18.3
SKEW
3.62
SUM
162k
39
Glucose_basal
VALUES:
12,776
(44%)
MISSING:
16,480
(56%)
DISTINCT:
306
(1%)
ZEROES:
---
MAX
584
95%
167
Q3
111
AVG
110
MEDIAN
101
Q1
94
5%
84
MIN
21
RANGE
563
IQR
17.0
STD
35.9
VAR
1,287
KURT.
26.0
SKEW
4.39
SUM
1.4M
40
Insulin_basal
VALUES:
10,232
(35%)
MISSING:
19,024
(65%)
DISTINCT:
3,028
(10%)
ZEROES:
---
MAX
682
95%
33
Q3
16
AVG
14
MEDIAN
10
Q1
6
5%
3
MIN
0
RANGE
682
IQR
9.88
STD
16.7
VAR
280
KURT.
502
SKEW
16.0
SUM
139k
41
HOMA_beta
VALUES:
10,215
(35%)
MISSING:
19,041
(65%)
DISTINCT:
8,784
(30%)
ZEROES:
---
MAX
4,529
95%
284
Q3
147
AVG
120
MEDIAN
94
Q1
60
5%
29
MIN
-1,679
RANGE
6,208
IQR
86.8
STD
136
VAR
18,470
KURT.
316
SKEW
11.8
SUM
1.2M
42
HOMA_IR
VALUES:
10,215
(35%)
MISSING:
19,041
(65%)
DISTINCT:
9,200
(31%)
ZEROES:
---
MAX
270
95%
10
Q3
4
AVG
4
MEDIAN
3
Q1
2
5%
1
MIN
0
RANGE
270
IQR
2.91
STD
6.59
VAR
43.5
KURT.
441
SKEW
16.1
SUM
39,872
43
WBC
VALUES:
28,116
(96%)
MISSING:
1,140
(4%)
DISTINCT:
190
(<1%)
ZEROES:
---
MAX
400
95%
11
Q3
8
AVG
7
MEDIAN
7
Q1
6
5%
4
MIN
1
RANGE
399
IQR
2.70
STD
3.24
VAR
10.5
KURT.
7,676
SKEW
64.5
SUM
203k
44
lymphocyte_pct
VALUES:
28,076
(96%)
MISSING:
1,180
(4%)
DISTINCT:
579
(2%)
ZEROES:
---
MAX
90.8
95%
45.7
Q3
36.2
AVG
31.1
MEDIAN
30.6
Q1
25.4
5%
18.2
MIN
2.9
RANGE
87.9
IQR
10.8
STD
8.43
VAR
71.1
KURT.
0.683
SKEW
0.396
SUM
872k
45
monocyte_pct
VALUES:
28,076
(96%)
MISSING:
1,180
(4%)
DISTINCT:
205
(<1%)
ZEROES:
---
MAX
66.9
95%
11.8
Q3
9.1
AVG
7.9
MEDIAN
7.7
Q1
6.4
5%
4.7
MIN
0.6
RANGE
66.3
IQR
2.70
STD
2.27
VAR
5.15
KURT.
21.5
SKEW
1.63
SUM
221k
46
neutrophil_pct
VALUES:
28,076
(96%)
MISSING:
1,180
(4%)
DISTINCT:
643
(2%)
ZEROES:
---
MAX
93.6
95%
72.2
Q3
63.8
MEDIAN
58.0
AVG
57.5
Q1
51.6
5%
41.4
MIN
0.8
RANGE
92.8
IQR
12.2
STD
9.39
VAR
88.2
KURT.
0.481
SKEW
-0.257
SUM
1.6M
47
eosinophil_pct
VALUES:
28,076
(96%)
MISSING:
1,180
(4%)
DISTINCT:
202
(<1%)
ZEROES:
43
(<1%)
MAX
36.6
95%
6.7
Q3
3.6
AVG
2.9
MEDIAN
2.3
Q1
1.5
5%
0.7
MIN
0.0
RANGE
36.6
IQR
2.10
STD
2.14
VAR
4.58
KURT.
19.5
SKEW
3.03
SUM
80,159
48
basophil_pct
VALUES:
28,076
(96%)
MISSING:
1,180
(4%)
DISTINCT:
64
(<1%)
ZEROES:
465
(2%)
MAX
8.40
95%
1.40
Q3
0.90
AVG
0.74
MEDIAN
0.70
Q1
0.50
5%
0.20
MIN
0.00
RANGE
8.40
IQR
0.400
STD
0.466
VAR
0.217
KURT.
22.7
SKEW
3.07
SUM
20,705
49
lymphocyte_cnt
VALUES:
28,075
(96%)
MISSING:
1,181
(4%)
DISTINCT:
80
(<1%)
ZEROES:
---
MAX
359
95%
4
Q3
3
AVG
2
MEDIAN
2
Q1
2
5%
1
MIN
0
RANGE
359
IQR
0.900
STD
2.28
VAR
5.22
KURT.
21,172
SKEW
136
SUM
61,611
50
monocyte_cnt
VALUES:
28,075
(96%)
MISSING:
1,181
(4%)
DISTINCT:
24
(<1%)
ZEROES:
1
(<1%)
MAX
10.2
95%
0.9
Q3
0.6
AVG
0.6
MEDIAN
0.5
Q1
0.4
5%
0.3
MIN
0.0
RANGE
10.2
IQR
0.200
STD
0.200
VAR
0.040
KURT.
202
SKEW
5.33
SUM
15,505
51
neutrophil_cnt
VALUES:
28,075
(96%)
MISSING:
1,181
(4%)
DISTINCT:
150
(<1%)
ZEROES:
---
MAX
83.1
95%
7.3
Q3
5.1
AVG
4.2
MEDIAN
4.0
Q1
3.1
5%
2.0
MIN
0.1
RANGE
83.0
IQR
2.00
STD
1.76
VAR
3.09
KURT.
151
SKEW
4.58
SUM
119k
52
eosinophil_cnt
VALUES:
28,075
(96%)
MISSING:
1,181
(4%)
DISTINCT:
34
(<1%)
ZEROES:
1,514
(5%)
MAX
8.40
95%
0.50
Q3
0.30
AVG
0.20
MEDIAN
0.20
Q1
0.10
5%
0.00
MIN
0.00
RANGE
8.40
IQR
0.200
STD
0.179
VAR
0.032
KURT.
215
SKEW
7.97
SUM
5,702
53
basophil_cnt
VALUES:
28,075
(96%)
MISSING:
1,181
(4%)
DISTINCT:
12
(<1%)
ZEROES:
15,823
(54%)
MAX
4.70
95%
0.10
Q3
0.10
AVG
0.05
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
4.70
IQR
0.100
STD
0.064
VAR
0.004
KURT.
1,019
SKEW
15.7
SUM
1,302
54
RBC
VALUES:
28,117
(96%)
MISSING:
1,139
(4%)
DISTINCT:
389
(1%)
ZEROES:
---
MAX
8.30
95%
5.49
Q3
5.01
AVG
4.69
MEDIAN
4.68
Q1
4.36
5%
3.92
MIN
2.40
RANGE
5.90
IQR
0.650
STD
0.493
VAR
0.243
KURT.
0.721
SKEW
0.168
SUM
132k
55
hemoglobin
VALUES:
28,117
(96%)
MISSING:
1,139
(4%)
DISTINCT:
132
(<1%)
ZEROES:
---
MAX
19.9
95%
16.5
Q3
15.1
MEDIAN
14.1
AVG
14.1
Q1
13.1
5%
11.6
MIN
6.1
RANGE
13.8
IQR
2.00
STD
1.53
VAR
2.33
KURT.
0.870
SKEW
-0.375
SUM
396k
56
hematocrit
VALUES:
28,117
(96%)
MISSING:
1,139
(4%)
DISTINCT:
331
(1%)
ZEROES:
---
MAX
59.0
95%
48.0
Q3
44.5
MEDIAN
41.6
AVG
41.5
Q1
38.8
5%
34.8
MIN
20.5
RANGE
38.5
IQR
5.70
STD
4.19
VAR
17.6
KURT.
0.539
SKEW
-0.264
SUM
1.2M
57
MCV
VALUES:
28,117
(96%)
MISSING:
1,139
(4%)
DISTINCT:
517
(2%)
ZEROES:
---
MAX
125.3
95%
97.2
Q3
92.4
MEDIAN
89.3
AVG
88.8
Q1
86.0
5%
78.9
MIN
35.4
RANGE
89.9
IQR
6.40
STD
5.90
VAR
34.8
KURT.
3.60
SKEW
-0.987
SUM
2.5M
58
MCH
VALUES:
28,117
(96%)
MISSING:
1,139
(4%)
DISTINCT:
231
(<1%)
ZEROES:
---
MAX
60.8
95%
33.4
Q3
31.6
MEDIAN
30.4
AVG
30.1
Q1
29.0
5%
25.8
MIN
12.4
RANGE
48.4
IQR
2.60
STD
2.44
VAR
5.96
KURT.
4.79
SKEW
-0.993
SUM
847k
59
MCHC
VALUES:
28,132
(96%)
MISSING:
1,124
(4%)
DISTINCT:
112
(<1%)
ZEROES:
---
MAX
44.9
95%
35.5
Q3
34.6
MEDIAN
33.9
AVG
33.9
Q1
33.3
5%
32.2
MIN
25.1
RANGE
19.8
IQR
1.30
STD
1.06
VAR
1.13
KURT.
2.24
SKEW
-0.215
SUM
954k
60
RDW
VALUES:
28,117
(96%)
MISSING:
1,139
(4%)
DISTINCT:
153
(<1%)
ZEROES:
---
MAX
37.8
95%
15.6
Q3
13.8
AVG
13.3
MEDIAN
13.1
Q1
12.5
5%
11.9
MIN
9.7
RANGE
28.1
IQR
1.30
STD
1.37
VAR
1.88
KURT.
20.6
SKEW
3.02
SUM
375k
61
platelets
VALUES:
28,116
(96%)
MISSING:
1,140
(4%)
DISTINCT:
507
(2%)
ZEROES:
---
MAX
991
95%
357
Q3
281
AVG
245
MEDIAN
238
Q1
202
5%
155
MIN
11
RANGE
980
IQR
79.0
STD
63.9
VAR
4,080
KURT.
3.33
SKEW
0.927
SUM
6.9M
62
MPV
VALUES:
28,116
(96%)
MISSING:
1,140
(4%)
DISTINCT:
82
(<1%)
ZEROES:
---
MAX
15.1
95%
9.9
Q3
8.8
AVG
8.2
MEDIAN
8.1
Q1
7.5
5%
6.8
MIN
5.0
RANGE
10.1
IQR
1.30
STD
0.940
VAR
0.883
KURT.
0.873
SKEW
0.566
SUM
230k
63
sw_diab
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
64
sw_prediab
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
65
sw_diabrisk
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
66
sw_insulin
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
67
sw_oral_antidiab
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
68
diab_retinopathy
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
69
CAD
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
70
CHF
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
71
MI
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
72
STROKE
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
73
FAMILY_DIAB
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
74
sw_asthma_ever
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
75
sw_overweight
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
76
sw_malignancy
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
77
RENAL
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
78
DIALYSIS
VALUES:
29,256
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
79
HDL
VALUES:
27,819
(95%)
MISSING:
1,437
(5%)
DISTINCT:
148
(<1%)
ZEROES:
---
MAX
226
95%
82
Q3
61
AVG
53
MEDIAN
50
Q1
41
5%
31
MIN
6
RANGE
220
IQR
20.0
STD
16.0
VAR
257
KURT.
3.22
SKEW
1.15
SUM
1.5M
80
LDL
VALUES:
13,160
(45%)
MISSING:
16,096
(55%)
DISTINCT:
248
(<1%)
ZEROES:
---
MAX
375
95%
176
Q3
135
AVG
114
MEDIAN
111
Q1
89
5%
62
MIN
9
RANGE
366
IQR
46.0
STD
35.4
VAR
1,257
KURT.
1.49
SKEW
0.661
SUM
1.5M
81
FERRITIN
VALUES:
8,327
(28%)
MISSING:
20,929
(72%)
DISTINCT:
1,574
(5%)
ZEROES:
---
MAX
5,190
95%
359
Q3
135
AVG
111
MEDIAN
65
Q1
30
5%
9
MIN
1
RANGE
5,189
IQR
105
STD
158
VAR
25,014
KURT.
162
SKEW
8.06
SUM
928k
82
FOLATE
VALUES:
26,279
(90%)
MISSING:
2,977
(10%)
DISTINCT:
1,052
(4%)
ZEROES:
---
MAX
2,980
95%
826
Q3
508
MEDIAN
335
AVG
324
Q1
20
5%
8
MIN
2
RANGE
2,978
IQR
488
STD
295
VAR
87,096
KURT.
1.92
SKEW
0.915
SUM
8.5M
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
SEQN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
FOLATE
0.68
MCHC
-0.35
BILIRUBIN
-0.34
RDW
0.29
FERRITIN
0.27
MPV
0.20
MCH
-0.16
BUN
0.12
CALCIO
-0.11
basophil_pct
0.10
basophil_cnt
0.10
platelets
-0.09
ALBUMIN
-0.09
monocyte_cnt
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.17
sw_prediab
0.11
EDUCATION
0.09
sw_diabrisk
0.06
FAMILY_DIAB
0.05
sw_diab
0.05
sw_smoker_cat
0.04
sw_overweight
0.04
FAMILY_SIZE
0.04
HOUSE_INDIV
0.03
sw_oral_antidiab
0.03
sw_drugs
0.03
sw_asthma_ever
0.02
RENAL
0.02
MOST FREQUENT VALUES
43180.0
1
<0.1%
53455.0
1
<0.1%
71211.0
1
<0.1%
89731.0
1
<0.1%
47652.0
1
<0.1%
62838.0
1
<0.1%
51390.0
1
<0.1%
99260.0
1
<0.1%
42351.0
1
<0.1%
82368.0
1
<0.1%
60016.0
1
<0.1%
53719.0
1
<0.1%
91672.0
1
<0.1%
76587.0
1
<0.1%
43594.0
1
<0.1%
SMALLEST VALUES
41475.0
1
<0.1%
41477.0
1
<0.1%
41479.0
1
<0.1%
41481.0
1
<0.1%
41482.0
1
<0.1%
41483.0
1
<0.1%
41485.0
1
<0.1%
41486.0
1
<0.1%
41487.0
1
<0.1%
41489.0
1
<0.1%
41490.0
1
<0.1%
41492.0
1
<0.1%
41493.0
1
<0.1%
41494.0
1
<0.1%
41495.0
1
<0.1%
LARGEST VALUES
102956.0
1
<0.1%
102954.0
1
<0.1%
102953.0
1
<0.1%
102952.0
1
<0.1%
102949.0
1
<0.1%
102948.0
1
<0.1%
102947.0
1
<0.1%
102944.0
1
<0.1%
102943.0
1
<0.1%
102935.0
1
<0.1%
102934.0
1
<0.1%
102933.0
1
<0.1%
102929.0
1
<0.1%
102924.0
1
<0.1%
102923.0
1
<0.1%
GENDER
MISSING:
---
TOP CATEGORIES
2
14,818
51%
1
14,438
49%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
GENDER
PROVIDES INFORMATION ON...
CAD
0.02
sw_smoker_cat
0.02
MI
0.02
sw_overweight
0.01
sw_drugs
0.01
pulse_type
0.01
CHF
0.01
sw_diabrisk
0.00
sw_asthma_ever
0.00
sw_cannabis
0.00
DIALYSIS
0.00
FAMILY_DIAB
0.00
diab_retinopathy
0.00
sw_prediab
0.00

THESE FEATURES
GIVE INFORMATION
ON GENDER:
sw_smoker_cat
0.03
sw_drugs
0.01
sw_overweight
0.01
sw_cannabis
0.01
sw_diabrisk
0.00
CAD
0.00
MI
0.00
sw_asthma_ever
0.00
EDUCATION
0.00
FAMILY_DIAB
0.00
pulse_type
0.00
FAMILY_SIZE
0.00
sw_prediab
0.00
CHF
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
CORRELATION RATIO WITH...
HEIGHT
0.60
URIC_ACID
0.31
CREATININE
0.25
hemoglobin
0.25
WEIGHT
0.25
hematocrit
0.23
HDL
0.23
BILIRUBIN
0.21
RBC
0.20
platelets
0.19
IRON
0.19
monocyte_pct
0.14
TRIGLYCERIDS
0.12
monocyte_cnt
0.12
AGE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SBP_first
0.43
DBP_first
0.41
BUN
0.34
HbA1c
0.29
FERRITIN
0.27
Glucose_basal
0.22
WAIST_CIRC
0.21
GLUCOSE
0.21
ALBUMIN
-0.21
MCV
0.16
RBC
-0.15
CREATININE
0.15
RDW
0.14
HEIGHT
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_cannabis
0.67
sw_drugs
0.40
HOUSE_INDIV
0.37
FAMILY_SIZE
0.35
sw_prediab
0.32
sw_diab
0.30
sw_diabrisk
0.28
sw_oral_antidiab
0.27
sw_malignancy
0.25
sw_smoker_cat
0.25
CAD
0.20
MI
0.18
CHF
0.16
EDUCATION
0.15
MOST FREQUENT VALUES
60
717
2.5%
61
665
2.3%
63
620
2.1%
62
608
2.1%
52
568
1.9%
51
562
1.9%
36
559
1.9%
50
558
1.9%
40
555
1.9%
55
546
1.9%
44
545
1.9%
43
542
1.9%
54
541
1.8%
45
540
1.8%
39
538
1.8%
SMALLEST VALUES
20
520
1.8%
21
481
1.6%
22
536
1.8%
23
511
1.7%
24
510
1.7%
25
497
1.7%
26
477
1.6%
27
483
1.7%
28
505
1.7%
29
510
1.7%
30
529
1.8%
31
537
1.8%
32
526
1.8%
33
520
1.8%
34
499
1.7%
LARGEST VALUES
79
224
0.8%
78
250
0.9%
77
238
0.8%
76
280
1.0%
75
322
1.1%
74
333
1.1%
73
348
1.2%
72
367
1.3%
71
397
1.4%
70
434
1.5%
69
389
1.3%
68
435
1.5%
67
447
1.5%
66
471
1.6%
65
497
1.7%
ETHNICITY
MISSING:
---
TOP CATEGORIES
3
11,338
39%
4
6,416
22%
1
4,580
16%
5
3,720
13%
2
3,202
11%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ETHNICITY
PROVIDES INFORMATION ON...
EDUCATION
0.05
sw_malignancy
0.03
DIALYSIS
0.03
sw_cannabis
0.02
HOUSE_INDIV
0.02
FAMILY_SIZE
0.02
sw_smoker_cat
0.02
CAD
0.01
STROKE
0.01
CHF
0.01
sw_asthma_ever
0.01
sw_overweight
0.01
FAMILY_DIAB
0.01
MI
0.01

THESE FEATURES
GIVE INFORMATION
ON ETHNICITY:
EDUCATION
0.06
HOUSE_INDIV
0.03
FAMILY_SIZE
0.02
sw_cannabis
0.02
sw_smoker_cat
0.01
sw_malignancy
0.01
sw_drugs
0.00
FAMILY_DIAB
0.00
sw_overweight
0.00
sw_asthma_ever
0.00
sw_diab
0.00
sw_prediab
0.00
sw_diabrisk
0.00
CAD
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
CORRELATION RATIO WITH...
INTERVIE_wgt
0.60
EXAM_wgt
0.59
HEIGHT
0.27
WEIGHT
0.23
neutrophil_pct
0.21
neutrophil_cnt
0.20
BMI
0.19
WAIST_CIRC
0.19
hemoglobin
0.19
MCH
0.17
TRIGLYCERIDS
0.17
SEQN
0.17
IRON
0.16
hematocrit
0.15
EDUCATION
MISSING:
---
TOP CATEGORIES
4
8,697
30%
5
6,855
23%
3
6,631
23%
2
4,103
14%
1
2,946
10%
9
15
<1%
7
9
<1%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
EDUCATION
PROVIDES INFORMATION ON...
ETHNICITY
0.06
sw_smoker_cat
0.03
CHF
0.02
sw_cannabis
0.02
sw_drugs
0.02
diab_retinopathy
0.02
STROKE
0.01
MI
0.01
sw_oral_antidiab
0.01
sw_diab
0.01
sw_insulin
0.01
HOUSE_INDIV
0.01
RENAL
0.01
sw_diabrisk
0.01

THESE FEATURES
GIVE INFORMATION
ON EDUCATION:
ETHNICITY
0.05
sw_smoker_cat
0.02
sw_cannabis
0.02
HOUSE_INDIV
0.01
FAMILY_SIZE
0.01
sw_drugs
0.01
sw_diabrisk
0.00
sw_diab
0.00
sw_prediab
0.00
sw_oral_antidiab
0.00
CHF
0.00
FAMILY_DIAB
0.00
sw_overweight
0.00
MI
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
EDUCATION
CORRELATION RATIO WITH...
INTERVIE_wgt
0.26
EXAM_wgt
0.25
HEIGHT
0.18
AGE
0.15
WEIGHT
0.12
HDL
0.11
BMI
0.11
WAIST_CIRC
0.11
FOLATE
0.10
SEQN
0.09
GLUCOSE
0.09
HbA1c
0.09
TRIGLYCERIDS
0.08
neutrophil_cnt
0.08
HOUSE_INDIV
MISSING:
---
TOP CATEGORIES
2
8,470
29%
3
5,355
18%
4
5,020
17%
1
3,637
12%
5
3,325
11%
7
1,732
6%
6
1,717
6%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HOUSE_INDIV
PROVIDES INFORMATION ON...
FAMILY_SIZE
0.79
sw_cannabis
0.04
sw_malignancy
0.04
ETHNICITY
0.03
CAD
0.03
STROKE
0.02
MI
0.02
CHF
0.02
pulse_type
0.02
sw_oral_antidiab
0.01
EDUCATION
0.01
sw_drugs
0.01
sw_diab
0.01
sw_prediab
0.01

THESE FEATURES
GIVE INFORMATION
ON HOUSE_INDIV:
FAMILY_SIZE
0.79
sw_cannabis
0.03
ETHNICITY
0.02
EDUCATION
0.01
sw_malignancy
0.01
sw_drugs
0.01
sw_smoker_cat
0.00
sw_prediab
0.00
sw_diab
0.00
sw_diabrisk
0.00
sw_oral_antidiab
0.00
CAD
0.00
pulse_type
0.00
MI
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HOUSE_INDIV
CORRELATION RATIO WITH...
AGE
0.37
INTERVIE_wgt
0.15
EXAM_wgt
0.15
BUN
0.13
DBP_first
0.11
FAM_INCOME
0.10
CREATININE
0.09
monocyte_pct
0.08
HEIGHT
0.08
HDL
0.08
SBP_first
0.08
WAIST_CIRC
0.07
URIC_ACID
0.06
MCH
0.05
FAMILY_SIZE
MISSING:
---
TOP CATEGORIES
2
7,327
25%
1
6,048
21%
3
4,965
17%
4
4,713
16%
5
3,128
11%
6
1,579
5%
7
1,496
5%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
FAMILY_SIZE
PROVIDES INFORMATION ON...
HOUSE_INDIV
0.79
sw_cannabis
0.04
sw_malignancy
0.04
ETHNICITY
0.02
CAD
0.02
STROKE
0.02
MI
0.02
CHF
0.01
sw_drugs
0.01
pulse_type
0.01
sw_oral_antidiab
0.01
EDUCATION
0.01
sw_smoker_cat
0.01
sw_diab
0.01

THESE FEATURES
GIVE INFORMATION
ON FAMILY_SIZE:
HOUSE_INDIV
0.79
sw_cannabis
0.02
ETHNICITY
0.02
EDUCATION
0.01
sw_drugs
0.01
sw_smoker_cat
0.01
sw_malignancy
0.01
sw_prediab
0.00
sw_diab
0.00
sw_oral_antidiab
0.00
sw_diabrisk
0.00
CAD
0.00
pulse_type
0.00
STROKE
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
FAMILY_SIZE
CORRELATION RATIO WITH...
AGE
0.35
INTERVIE_wgt
0.14
EXAM_wgt
0.14
BUN
0.13
FAM_INCOME
0.11
DBP_first
0.10
HEIGHT
0.09
CREATININE
0.09
monocyte_pct
0.08
HDL
0.08
SBP_first
0.07
WAIST_CIRC
0.07
URIC_ACID
0.06
HbA1c
0.05
FAM_INCOME
MISSING:
491
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WAIST_CIRC
-0.04
BMI
-0.03
pusle
-0.03
WEIGHT
-0.03
neutrophil_cnt
-0.03
monocyte_cnt
-0.02
BUN
0.02
LDL
0.02
INTERVIE_wgt
0.02
EXAM_wgt
0.02
BILIRUBIN
0.02
WBC
-0.02
RDW
-0.02
SEQN
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
FAMILY_SIZE
0.11
HOUSE_INDIV
0.10
EDUCATION
0.08
ETHNICITY
0.07
sw_smoker_cat
0.07
sw_cannabis
0.05
sw_drugs
0.04
sw_asthma_ever
0.03
STROKE
0.03
sw_malignancy
0.03
CAD
0.03
FAMILY_DIAB
0.02
sw_overweight
0.02
MI
0.02
MOST FREQUENT VALUES
15.0
4,429
15.4%
6.0
3,273
11.4%
7.0
2,697
9.4%
14.0
2,479
8.6%
5.0
2,212
7.7%
8.0
2,123
7.4%
3.0
2,089
7.3%
4.0
1,965
6.8%
9.0
1,640
5.7%
2.0
1,367
4.8%
10.0
1,343
4.7%
1.0
953
3.3%
12.0
823
2.9%
77.0
598
2.1%
99.0
447
1.6%
SMALLEST VALUES
1.0
953
3.3%
2.0
1,367
4.8%
3.0
2,089
7.3%
4.0
1,965
6.8%
5.0
2,212
7.7%
6.0
3,273
11.4%
7.0
2,697
9.4%
8.0
2,123
7.4%
9.0
1,640
5.7%
10.0
1,343
4.7%
12.0
823
2.9%
13.0
327
1.1%
14.0
2,479
8.6%
15.0
4,429
15.4%
77.0
598
2.1%
LARGEST VALUES
99.0
447
1.6%
77.0
598
2.1%
15.0
4,429
15.4%
14.0
2,479
8.6%
13.0
327
1.1%
12.0
823
2.9%
10.0
1,343
4.7%
9.0
1,640
5.7%
8.0
2,123
7.4%
7.0
2,697
9.4%
6.0
3,273
11.4%
5.0
2,212
7.7%
4.0
1,965
6.8%
3.0
2,089
7.3%
2.0
1,367
4.8%
INTERVIE_wgt
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
EXAM_wgt
1.00
GLOBULIN
-0.23
HEIGHT
0.17
PROTEIN
-0.15
HbA1c
-0.15
SBP_first
-0.12
FOLATE
0.12
hemoglobin
0.12
MCHC
0.11
DBP_first
-0.11
AGE
-0.11
MCH
0.11
ALBUMIN
0.11
RDW
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.60
EDUCATION
0.26
sw_cannabis
0.20
HOUSE_INDIV
0.15
FAMILY_SIZE
0.14
sw_drugs
0.13
sw_diab
0.11
sw_diabrisk
0.11
sw_prediab
0.11
sw_oral_antidiab
0.10
FAMILY_DIAB
0.07
diab_retinopathy
0.06
sw_insulin
0.06
CHF
0.05
MOST FREQUENT VALUES
75341.306969
20
<0.1%
8526.025409
20
<0.1%
33722.496642
20
<0.1%
25815.880139
19
<0.1%
30052.773793
19
<0.1%
59356.356426
18
<0.1%
33715.313253
17
<0.1%
59522.803907
16
<0.1%
24494.468888
16
<0.1%
20951.630525
16
<0.1%
52939.841053
16
<0.1%
80724.305378
16
<0.1%
88102.8097
16
<0.1%
9716.805546
16
<0.1%
9286.357078
16
<0.1%
SMALLEST VALUES
2812.526496
1
<0.1%
3530.526705
1
<0.1%
3692.126197
1
<0.1%
3783.537756
1
<0.1%
3805.402476
1
<0.1%
3832.353126
1
<0.1%
3971.670956
1
<0.1%
4078.112176
3
<0.1%
4084.478463
1
<0.1%
4165.506946
1
<0.1%
4208.419499
2
<0.1%
4299.99963
1
<0.1%
4331.995844
1
<0.1%
4362.6213533446
1
<0.1%
4379.642722
2
<0.1%
LARGEST VALUES
433085.005262496
1
<0.1%
424182.676948147
1
<0.1%
407301.191178808
1
<0.1%
387879.296019382
1
<0.1%
385796.603740205
1
<0.1%
374688.535109909
1
<0.1%
374665.893552245
1
<0.1%
373660.788530346
1
<0.1%
371357.277037961
1
<0.1%
341637.683456571
1
<0.1%
335560.54762521
2
<0.1%
330375.900551756
1
<0.1%
329882.363137034
1
<0.1%
319907.529633045
1
<0.1%
318292.626344125
2
<0.1%
EXAM_wgt
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
INTERVIE_wgt
1.00
GLOBULIN
-0.23
HEIGHT
0.17
PROTEIN
-0.15
HbA1c
-0.15
FOLATE
0.12
SBP_first
-0.12
hemoglobin
0.12
AGE
-0.11
MCHC
0.11
DBP_first
-0.11
ALBUMIN
0.11
MCH
0.11
RDW
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.59
EDUCATION
0.25
sw_cannabis
0.20
HOUSE_INDIV
0.15
FAMILY_SIZE
0.14
sw_drugs
0.12
sw_diab
0.11
sw_diabrisk
0.11
sw_prediab
0.11
sw_oral_antidiab
0.10
FAMILY_DIAB
0.07
diab_retinopathy
0.06
sw_insulin
0.06
CHF
0.05
MOST FREQUENT VALUES
83611.800559
14
<0.1%
76603.798386
14
<0.1%
29506.019829
12
<0.1%
81895.402401
11
<0.1%
60045.772497
11
<0.1%
26403.704902
11
<0.1%
24655.376656
11
<0.1%
22510.525888
11
<0.1%
16765.477336
11
<0.1%
96356.539027
10
<0.1%
26556.735732
10
<0.1%
21679.457463
10
<0.1%
33645.553037
10
<0.1%
51794.690018
9
<0.1%
14808.856805
9
<0.1%
SMALLEST VALUES
2778.341925
1
<0.1%
3723.041072
1
<0.1%
3860.632862
1
<0.1%
3981.369145
1
<0.1%
4029.314509
1
<0.1%
4135.248957
1
<0.1%
4189.024271
1
<0.1%
4225.963772
1
<0.1%
4263.056923
1
<0.1%
4291.840243
1
<0.1%
4343.837322
1
<0.1%
4394.869036
1
<0.1%
4413.31452
1
<0.1%
4549.442362
1
<0.1%
4579.58100176694
1
<0.1%
LARGEST VALUES
419762.836487576
1
<0.1%
419056.576211997
1
<0.1%
416873.538378507
1
<0.1%
407800.803407575
1
<0.1%
394721.009801782
1
<0.1%
379744.44769473
1
<0.1%
378202.776805226
1
<0.1%
373049.101439956
1
<0.1%
364958.378770255
1
<0.1%
347125.726039169
1
<0.1%
339593.351323581
1
<0.1%
337044.246949881
1
<0.1%
336326.881840465
1
<0.1%
335750.886789248
1
<0.1%
332785.866231774
2
<0.1%
HEIGHT
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WEIGHT
0.43
hemoglobin
0.40
hematocrit
0.39
RBC
0.33
URIC_ACID
0.30
CREATININE
0.24
FERRITIN
0.21
ALBUMIN
0.21
BILIRUBIN
0.20
platelets
-0.18
EXAM_wgt
0.17
HDL
-0.17
INTERVIE_wgt
0.17
WAIST_CIRC
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.60
ETHNICITY
0.27
sw_cannabis
0.20
EDUCATION
0.18
sw_drugs
0.16
sw_smoker_cat
0.16
FAMILY_SIZE
0.09
HOUSE_INDIV
0.08
sw_diabrisk
0.06
sw_prediab
0.05
sw_oral_antidiab
0.05
sw_overweight
0.05
sw_diab
0.04
FAMILY_DIAB
0.04
MOST FREQUENT VALUES
164.9
137
0.5%
165.5
129
0.4%
169.6
120
0.4%
161.7
119
0.4%
160.2
118
0.4%
165.9
117
0.4%
163.2
117
0.4%
163.4
116
0.4%
163.3
116
0.4%
166.8
116
0.4%
166.5
116
0.4%
161.8
115
0.4%
164.1
115
0.4%
167.7
114
0.4%
163.1
114
0.4%
SMALLEST VALUES
123.3
1
<0.1%
129.7
1
<0.1%
135.3
1
<0.1%
135.4
1
<0.1%
136.1
1
<0.1%
136.3
1
<0.1%
136.5
1
<0.1%
137.3
1
<0.1%
137.6
1
<0.1%
138.3
1
<0.1%
138.4
1
<0.1%
138.8
1
<0.1%
139.0
2
<0.1%
139.3
1
<0.1%
139.4
1
<0.1%
LARGEST VALUES
204.5
1
<0.1%
203.8
1
<0.1%
202.7
3
<0.1%
202.6
1
<0.1%
201.7
1
<0.1%
201.6
1
<0.1%
201.0
1
<0.1%
200.4
1
<0.1%
199.9
1
<0.1%
199.6
1
<0.1%
199.4
2
<0.1%
199.3
1
<0.1%
199.2
2
<0.1%
198.4
1
<0.1%
198.2
2
<0.1%
WEIGHT
MISSING:
34
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WAIST_CIRC
0.90
BMI
0.88
HEIGHT
0.43
URIC_ACID
0.38
Insulin_basal
0.36
HDL
-0.33
HOMA_IR
0.31
HOMA_beta
0.27
RBC
0.23
ALBUMIN
-0.19
Glucose_basal
0.18
HbA1c
0.17
hematocrit
0.16
TRIGLYCERIDS
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.50
GENDER
0.25
ETHNICITY
0.23
sw_diabrisk
0.18
sw_prediab
0.17
sw_diab
0.15
sw_oral_antidiab
0.13
FAMILY_DIAB
0.12
EDUCATION
0.12
sw_smoker_cat
0.10
sw_insulin
0.09
sw_drugs
0.09
sw_cannabis
0.09
sw_asthma_ever
0.07
MOST FREQUENT VALUES
78.6
78
0.3%
75.9
75
0.3%
65.3
75
0.3%
79.3
74
0.3%
70.3
74
0.3%
70.6
73
0.2%
65.1
73
0.2%
73.2
72
0.2%
72.1
72
0.2%
69.2
72
0.2%
71.0
72
0.2%
71.9
71
0.2%
70.9
71
0.2%
86.2
71
0.2%
77.3
70
0.2%
SMALLEST VALUES
32.3
1
<0.1%
32.4
1
<0.1%
32.8
1
<0.1%
33.2
1
<0.1%
34.7
1
<0.1%
35.2
1
<0.1%
36.1
1
<0.1%
36.3
1
<0.1%
36.8
1
<0.1%
37.0
1
<0.1%
37.3
1
<0.1%
37.6
1
<0.1%
37.9
1
<0.1%
38.2
1
<0.1%
38.4
1
<0.1%
LARGEST VALUES
218.2
1
<0.1%
216.1
1
<0.1%
213.5
1
<0.1%
211.7
1
<0.1%
207.2
1
<0.1%
203.5
1
<0.1%
203.0
1
<0.1%
198.9
1
<0.1%
196.6
1
<0.1%
195.8
1
<0.1%
195.4
1
<0.1%
193.7
1
<0.1%
192.2
1
<0.1%
191.4
1
<0.1%
190.2
1
<0.1%
BMI
MISSING:
53
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WAIST_CIRC
0.91
WEIGHT
0.88
Insulin_basal
0.38
HOMA_IR
0.32
ALBUMIN
-0.32
HOMA_beta
0.29
HDL
-0.28
URIC_ACID
0.26
HbA1c
0.21
IRON
-0.20
Glucose_basal
0.19
MCH
-0.18
MCV
-0.18
GLOBULIN
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.57
sw_diabrisk
0.23
sw_prediab
0.21
ETHNICITY
0.19
sw_diab
0.19
sw_oral_antidiab
0.16
FAMILY_DIAB
0.16
EDUCATION
0.11
sw_insulin
0.10
sw_asthma_ever
0.09
sw_smoker_cat
0.08
CHF
0.07
GENDER
0.07
diab_retinopathy
0.06
MOST FREQUENT VALUES
28.0
149
0.5%
28.9
144
0.5%
26.6
144
0.5%
27.9
144
0.5%
26.1
144
0.5%
27.8
143
0.5%
27.3
141
0.5%
23.9
141
0.5%
26.5
140
0.5%
26.8
140
0.5%
28.6
138
0.5%
25.9
138
0.5%
25.1
137
0.5%
27.4
135
0.5%
25.6
135
0.5%
SMALLEST VALUES
13.18
1
<0.1%
14.1
1
<0.1%
14.2
1
<0.1%
14.3
1
<0.1%
14.5
1
<0.1%
14.59
1
<0.1%
14.68
1
<0.1%
14.8
1
<0.1%
14.9
1
<0.1%
15.02
1
<0.1%
15.1
2
<0.1%
15.2
1
<0.1%
15.22
1
<0.1%
15.25
1
<0.1%
15.4
4
<0.1%
LARGEST VALUES
84.87
1
<0.1%
82.1
1
<0.1%
74.1
1
<0.1%
73.43
1
<0.1%
71.83
1
<0.1%
71.72
1
<0.1%
70.1
1
<0.1%
69.0
1
<0.1%
68.7
1
<0.1%
68.63
1
<0.1%
67.83
1
<0.1%
67.7
1
<0.1%
67.5
1
<0.1%
67.3
1
<0.1%
66.96
1
<0.1%
WAIST_CIRC
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BMI
0.91
WEIGHT
0.90
Insulin_basal
0.39
URIC_ACID
0.35
HDL
-0.34
HOMA_IR
0.34
ALBUMIN
-0.29
HOMA_beta
0.27
HbA1c
0.26
Glucose_basal
0.25
DBP_first
0.22
GLUCOSE
0.22
AGE
0.21
SBP_first
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.56
sw_diabrisk
0.27
sw_prediab
0.27
sw_diab
0.25
sw_oral_antidiab
0.22
ETHNICITY
0.19
FAMILY_DIAB
0.16
sw_insulin
0.15
sw_smoker_cat
0.13
CHF
0.12
EDUCATION
0.11
diab_retinopathy
0.10
GENDER
0.10
sw_cannabis
0.10
MOST FREQUENT VALUES
97.0
131
0.4%
94.0
126
0.4%
101.0
123
0.4%
95.0
121
0.4%
100.0
120
0.4%
92.0
119
0.4%
97.5
116
0.4%
99.0
116
0.4%
107.0
112
0.4%
96.0
112
0.4%
90.0
110
0.4%
102.0
110
0.4%
93.5
108
0.4%
91.0
107
0.4%
98.5
105
0.4%
SMALLEST VALUES
55.5
1
<0.1%
57.9
1
<0.1%
58.7
1
<0.1%
59.1
1
<0.1%
59.7
1
<0.1%
60.0
1
<0.1%
61.1
1
<0.1%
61.3
1
<0.1%
61.5
2
<0.1%
61.6
1
<0.1%
61.8
1
<0.1%
61.9
3
<0.1%
62.0
1
<0.1%
62.1
2
<0.1%
62.2
1
<0.1%
LARGEST VALUES
178.2
1
<0.1%
177.9
1
<0.1%
176.7
1
<0.1%
176.0
1
<0.1%
172.5
1
<0.1%
172.2
1
<0.1%
172.0
1
<0.1%
171.6
1
<0.1%
170.5
1
<0.1%
170.3
1
<0.1%
169.6
2
<0.1%
169.5
1
<0.1%
168.7
1
<0.1%
168.4
1
<0.1%
167.0
1
<0.1%
pusle
MISSING:
808
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
neutrophil_cnt
0.21
platelets
0.19
Insulin_basal
0.14
WBC
0.14
GLOBULIN
0.14
GLUCOSE
0.14
neutrophil_pct
0.14
HOMA_IR
0.13
BMI
0.13
WAIST_CIRC
0.12
PROTEIN
0.12
AGE
-0.12
TRIGLYCERIDS
0.11
HOMA_beta
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
pulse_type
0.71
sw_drugs
0.13
sw_cannabis
0.12
GENDER
0.06
EDUCATION
0.06
sw_diabrisk
0.06
sw_overweight
0.06
sw_smoker_cat
0.05
sw_diab
0.05
sw_prediab
0.04
ETHNICITY
0.04
sw_oral_antidiab
0.04
FAMILY_DIAB
0.04
sw_insulin
0.04
MOST FREQUENT VALUES
70.0
2,069
7.3%
74.0
1,947
6.8%
72.0
1,937
6.8%
68.0
1,920
6.7%
66.0
1,829
6.4%
64.0
1,741
6.1%
76.0
1,711
6.0%
78.0
1,581
5.6%
62.0
1,530
5.4%
60.0
1,502
5.3%
80.0
1,340
4.7%
82.0
1,229
4.3%
58.0
1,042
3.7%
84.0
979
3.4%
86.0
793
2.8%
SMALLEST VALUES
36.0
3
<0.1%
40.0
11
<0.1%
42.0
13
<0.1%
44.0
31
0.1%
46.0
61
0.2%
48.0
108
0.4%
50.0
224
0.8%
52.0
326
1.1%
54.0
561
2.0%
56.0
726
2.6%
58.0
1,042
3.7%
60.0
1,502
5.3%
62.0
1,530
5.4%
64.0
1,741
6.1%
66.0
1,829
6.4%
LARGEST VALUES
224.0
1
<0.1%
172.0
1
<0.1%
142.0
1
<0.1%
140.0
3
<0.1%
136.0
4
<0.1%
134.0
1
<0.1%
132.0
2
<0.1%
128.0
6
<0.1%
126.0
2
<0.1%
124.0
2
<0.1%
122.0
4
<0.1%
120.0
14
<0.1%
118.0
15
<0.1%
116.0
11
<0.1%
114.0
27
<0.1%
pulse_type
MISSING:
800
(3%)
TOP CATEGORIES
Regular
27,837
98%
Irregular
619
2%
ALL
28,456
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
pulse_type
PROVIDES INFORMATION ON...
CHF
0.02
sw_drugs
0.01
sw_cannabis
0.01
CAD
0.01
STROKE
0.01
MI
0.01
sw_malignancy
0.00
RENAL
0.00
sw_oral_antidiab
0.00
HOUSE_INDIV
0.00
sw_diab
0.00
sw_smoker_cat
0.00
GENDER
0.00
FAMILY_SIZE
0.00

THESE FEATURES
GIVE INFORMATION
ON pulse_type:
sw_drugs
0.05
sw_cannabis
0.04
HOUSE_INDIV
0.02
FAMILY_SIZE
0.01
CHF
0.01
sw_smoker_cat
0.01
ETHNICITY
0.01
CAD
0.01
GENDER
0.01
sw_malignancy
0.00
sw_prediab
0.00
sw_diab
0.00
sw_diabrisk
0.00
MI
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
pulse_type
CORRELATION RATIO WITH...
pusle
0.71
DBP_first
0.61
DBP_second
0.57
SBP_first
0.54
SBP_second
0.51
AGE
0.13
BUN
0.07
WAIST_CIRC
0.05
URIC_ACID
0.05
MCV
0.05
hematocrit
0.05
MCH
0.05
hemoglobin
0.05
monocyte_pct
0.05
SBP_first
MISSING:
2,015
(7%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DBP_first
0.95
AGE
0.43
SBP_second
0.39
DBP_second
0.35
WAIST_CIRC
0.21
Glucose_basal
0.21
HbA1c
0.20
FERRITIN
0.20
URIC_ACID
0.17
GLUCOSE
0.16
BMI
0.15
BUN
0.14
WEIGHT
0.13
CHOLESTEROL
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
pulse_type
0.54
GENDER
0.09
sw_cannabis
0.09
HOUSE_INDIV
0.08
sw_diab
0.07
sw_prediab
0.07
FAMILY_SIZE
0.07
sw_diabrisk
0.07
sw_oral_antidiab
0.06
EDUCATION
0.06
sw_smoker_cat
0.05
ETHNICITY
0.05
CAD
0.04
MI
0.04
MOST FREQUENT VALUES
116.0
1,564
5.7%
114.0
1,526
5.6%
124.0
1,413
5.2%
118.0
1,370
5.0%
126.0
1,361
5.0%
120.0
1,251
4.6%
122.0
1,208
4.4%
112.0
1,181
4.3%
110.0
1,151
4.2%
106.0
1,102
4.0%
128.0
1,056
3.9%
108.0
1,036
3.8%
130.0
904
3.3%
104.0
902
3.3%
134.0
890
3.3%
SMALLEST VALUES
66.0
1
<0.1%
72.0
2
<0.1%
74.0
2
<0.1%
78.0
3
<0.1%
80.0
5
<0.1%
82.0
9
<0.1%
84.0
20
<0.1%
86.0
26
<0.1%
88.0
43
0.2%
90.0
85
0.3%
92.0
118
0.4%
94.0
230
0.8%
96.0
315
1.2%
98.0
379
1.4%
100.0
523
1.9%
LARGEST VALUES
236.0
1
<0.1%
232.0
1
<0.1%
230.0
3
<0.1%
226.0
1
<0.1%
224.0
2
<0.1%
222.0
2
<0.1%
220.0
2
<0.1%
218.0
2
<0.1%
216.0
3
<0.1%
212.0
3
<0.1%
210.0
8
<0.1%
208.0
9
<0.1%
206.0
6
<0.1%
204.0
8
<0.1%
202.0
2
<0.1%
DBP_first
MISSING:
1,451
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SBP_first
0.95
AGE
0.41
SBP_second
0.40
DBP_second
0.38
WAIST_CIRC
0.22
Glucose_basal
0.20
HbA1c
0.20
FERRITIN
0.19
BMI
0.16
URIC_ACID
0.16
GLUCOSE
0.16
WEIGHT
0.15
BUN
0.13
CHOLESTEROL
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
pulse_type
0.61
HOUSE_INDIV
0.11
sw_cannabis
0.10
sw_prediab
0.10
FAMILY_SIZE
0.10
sw_diab
0.09
sw_diabrisk
0.09
sw_oral_antidiab
0.08
GENDER
0.08
ETHNICITY
0.07
sw_smoker_cat
0.06
sw_overweight
0.06
EDUCATION
0.05
STROKE
0.05
MOST FREQUENT VALUES
114.0
1,592
5.7%
116.0
1,587
5.7%
118.0
1,451
5.2%
124.0
1,448
5.2%
126.0
1,308
4.7%
110.0
1,241
4.5%
120.0
1,228
4.4%
112.0
1,212
4.4%
122.0
1,173
4.2%
108.0
1,138
4.1%
106.0
1,114
4.0%
128.0
1,052
3.8%
134.0
926
3.3%
130.0
913
3.3%
104.0
903
3.2%
SMALLEST VALUES
66.0
1
<0.1%
72.0
2
<0.1%
74.0
2
<0.1%
76.0
3
<0.1%
78.0
2
<0.1%
80.0
4
<0.1%
82.0
5
<0.1%
84.0
29
0.1%
86.0
41
0.1%
88.0
55
0.2%
90.0
93
0.3%
92.0
145
0.5%
94.0
238
0.9%
96.0
363
1.3%
98.0
420
1.5%
LARGEST VALUES
238.0
1
<0.1%
236.0
1
<0.1%
230.0
1
<0.1%
228.0
1
<0.1%
226.0
4
<0.1%
220.0
3
<0.1%
216.0
1
<0.1%
214.0
5
<0.1%
212.0
2
<0.1%
210.0
6
<0.1%
208.0
7
<0.1%
206.0
10
<0.1%
204.0
7
<0.1%
202.0
7
<0.1%
200.0
10
<0.1%
SBP_second
MISSING:
2,015
(7%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DBP_second
0.87
DBP_first
0.40
SBP_first
0.39
RBC
0.18
hematocrit
0.17
CHOLESTEROL
0.17
hemoglobin
0.17
WEIGHT
0.15
LDL
0.13
HEIGHT
0.13
WAIST_CIRC
0.12
FERRITIN
0.11
TRIGLYCERIDS
0.11
pusle
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
pulse_type
0.51
sw_drugs
0.12
GENDER
0.10
sw_cannabis
0.10
sw_insulin
0.03
EDUCATION
0.03
sw_diabrisk
0.03
sw_diab
0.03
FAMILY_SIZE
0.03
HOUSE_INDIV
0.03
RENAL
0.03
sw_oral_antidiab
0.03
diab_retinopathy
0.03
sw_prediab
0.03
MOST FREQUENT VALUES
74.0
2,069
7.6%
72.0
2,055
7.5%
76.0
1,837
6.7%
70.0
1,832
6.7%
68.0
1,823
6.7%
66.0
1,699
6.2%
64.0
1,602
5.9%
78.0
1,549
5.7%
62.0
1,392
5.1%
80.0
1,364
5.0%
82.0
1,153
4.2%
84.0
1,037
3.8%
60.0
1,002
3.7%
58.0
830
3.0%
56.0
787
2.9%
SMALLEST VALUES
0.0
102
0.4%
4.0
1
<0.1%
6.0
1
<0.1%
10.0
1
<0.1%
14.0
2
<0.1%
20.0
2
<0.1%
22.0
2
<0.1%
24.0
1
<0.1%
26.0
3
<0.1%
28.0
6
<0.1%
30.0
7
<0.1%
32.0
8
<0.1%
34.0
19
<0.1%
36.0
23
<0.1%
38.0
25
<0.1%
LARGEST VALUES
134.0
1
<0.1%
124.0
2
<0.1%
122.0
2
<0.1%
120.0
7
<0.1%
118.0
5
<0.1%
116.0
6
<0.1%
114.0
12
<0.1%
112.0
11
<0.1%
110.0
21
<0.1%
108.0
30
0.1%
106.0
29
0.1%
104.0
58
0.2%
102.0
68
0.2%
100.0
107
0.4%
98.0
114
0.4%
DBP_second
MISSING:
1,451
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SBP_second
0.87
DBP_first
0.38
SBP_first
0.35
RBC
0.18
hematocrit
0.17
hemoglobin
0.16
CHOLESTEROL
0.16
WEIGHT
0.14
LDL
0.13
HEIGHT
0.12
FERRITIN
0.12
WAIST_CIRC
0.11
pusle
0.10
TRIGLYCERIDS
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
pulse_type
0.57
sw_drugs
0.15
sw_cannabis
0.11
GENDER
0.09
EDUCATION
0.05
sw_insulin
0.04
ETHNICITY
0.04
sw_diabrisk
0.03
diab_retinopathy
0.03
HOUSE_INDIV
0.03
sw_diab
0.03
CHF
0.03
FAMILY_SIZE
0.02
sw_overweight
0.02
MOST FREQUENT VALUES
74.0
2,055
7.4%
72.0
2,041
7.3%
76.0
1,938
7.0%
70.0
1,907
6.9%
68.0
1,895
6.8%
66.0
1,774
6.4%
78.0
1,769
6.4%
64.0
1,619
5.8%
62.0
1,324
4.8%
80.0
1,252
4.5%
60.0
1,138
4.1%
82.0
1,085
3.9%
84.0
1,004
3.6%
58.0
935
3.4%
56.0
738
2.7%
SMALLEST VALUES
0.0
149
0.5%
16.0
1
<0.1%
20.0
2
<0.1%
22.0
1
<0.1%
28.0
4
<0.1%
30.0
12
<0.1%
32.0
17
<0.1%
34.0
20
<0.1%
36.0
24
<0.1%
38.0
38
0.1%
40.0
65
0.2%
42.0
93
0.3%
44.0
115
0.4%
46.0
133
0.5%
48.0
217
0.8%
LARGEST VALUES
134.0
2
<0.1%
130.0
1
<0.1%
128.0
1
<0.1%
126.0
1
<0.1%
124.0
2
<0.1%
122.0
4
<0.1%
120.0
3
<0.1%
118.0
7
<0.1%
116.0
8
<0.1%
114.0
9
<0.1%
112.0
6
<0.1%
110.0
22
<0.1%
108.0
37
0.1%
106.0
42
0.2%
104.0
60
0.2%
age_first_smoke
MISSING:
16,316
(56%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Glucose_basal
0.05
INTERVIE_wgt
-0.04
EXAM_wgt
-0.04
AGE
0.03
HbA1c
0.03
HDL
0.02
FERRITIN
0.02
HEIGHT
-0.02
GLOBULIN
0.02
WEIGHT
-0.02
FAM_INCOME
0.02
RBC
-0.01
lymphocyte_cnt
-0.01
hemoglobin
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_smoker_cat
0.26
sw_cannabis
0.08
EDUCATION
0.07
sw_drugs
0.07
GENDER
0.05
HOUSE_INDIV
0.04
FAMILY_SIZE
0.04
FAMILY_DIAB
0.04
ETHNICITY
0.04
CHF
0.03
sw_overweight
0.03
CAD
0.03
MI
0.03
pulse_type
0.03
MOST FREQUENT VALUES
18.0
1,857
14.4%
16.0
1,543
11.9%
17.0
1,283
9.9%
15.0
1,250
9.7%
20.0
870
6.7%
14.0
860
6.6%
19.0
763
5.9%
13.0
667
5.2%
21.0
514
4.0%
12.0
448
3.5%
0.0
442
3.4%
22.0
371
2.9%
25.0
361
2.8%
23.0
224
1.7%
30.0
195
1.5%
SMALLEST VALUES
0.0
442
3.4%
6.0
2
<0.1%
7.0
56
0.4%
8.0
53
0.4%
9.0
93
0.7%
10.0
135
1.0%
11.0
127
1.0%
12.0
448
3.5%
13.0
667
5.2%
14.0
860
6.6%
15.0
1,250
9.7%
16.0
1,543
11.9%
17.0
1,283
9.9%
18.0
1,857
14.4%
19.0
763
5.9%
LARGEST VALUES
999.0
43
0.3%
777.0
5
<0.1%
76.0
1
<0.1%
72.0
2
<0.1%
71.0
1
<0.1%
68.0
2
<0.1%
65.0
1
<0.1%
64.0
1
<0.1%
63.0
1
<0.1%
58.0
4
<0.1%
57.0
1
<0.1%
56.0
2
<0.1%
55.0
1
<0.1%
54.0
1
<0.1%
52.0
1
<0.1%
sw_smoker_cat
MISSING:
---
TOP CATEGORIES
Non-smoker
16,299
56%
Past-smoker
6,613
23%
Smoker
6,344
22%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_smoker_cat
PROVIDES INFORMATION ON...
sw_cannabis
0.06
sw_drugs
0.05
MI
0.03
CAD
0.03
GENDER
0.03
CHF
0.02
EDUCATION
0.02
STROKE
0.02
sw_malignancy
0.01
sw_oral_antidiab
0.01
sw_diab
0.01
ETHNICITY
0.01
sw_prediab
0.01
DIALYSIS
0.01

THESE FEATURES
GIVE INFORMATION
ON sw_smoker_cat:
sw_cannabis
0.07
sw_drugs
0.05
EDUCATION
0.03
GENDER
0.02
ETHNICITY
0.02
FAMILY_SIZE
0.01
HOUSE_INDIV
0.01
sw_prediab
0.01
sw_diab
0.01
MI
0.00
sw_diabrisk
0.00
CAD
0.00
sw_oral_antidiab
0.00
sw_malignancy
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_smoker_cat
CORRELATION RATIO WITH...
age_first_smoke
0.26
AGE
0.25
HEIGHT
0.16
BUN
0.15
neutrophil_cnt
0.15
WAIST_CIRC
0.13
WBC
0.12
monocyte_cnt
0.11
URIC_ACID
0.10
WEIGHT
0.10
BMI
0.08
FOLATE
0.08
basophil_cnt
0.08
CREATININE
0.08
sw_cannabis
MISSING:
---
TOP CATEGORIES
9
10,685
37%
1
9,969
34%
2
8,602
29%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_cannabis
PROVIDES INFORMATION ON...
sw_drugs
0.34
CAD
0.08
sw_smoker_cat
0.07
sw_oral_antidiab
0.07
sw_malignancy
0.06
CHF
0.06
MI
0.06
sw_diab
0.05
STROKE
0.05
pulse_type
0.04
sw_prediab
0.04
sw_insulin
0.04
diab_retinopathy
0.03
sw_diabrisk
0.03

THESE FEATURES
GIVE INFORMATION
ON sw_cannabis:
sw_drugs
0.27
sw_smoker_cat
0.06
HOUSE_INDIV
0.04
FAMILY_SIZE
0.04
ETHNICITY
0.02
sw_prediab
0.02
EDUCATION
0.02
sw_diab
0.02
sw_diabrisk
0.02
sw_oral_antidiab
0.02
sw_malignancy
0.02
CAD
0.01
MI
0.01
pulse_type
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_cannabis
CORRELATION RATIO WITH...
AGE
0.67
HEIGHT
0.20
BUN
0.20
EXAM_wgt
0.20
INTERVIE_wgt
0.20
pusle
0.12
HbA1c
0.11
DBP_second
0.11
platelets
0.10
DBP_first
0.10
WAIST_CIRC
0.10
GLUCOSE
0.10
SBP_second
0.10
RBC
0.09
sw_drugs
MISSING:
---
TOP CATEGORIES
2
19,419
66%
9
5,809
20%
1
4,028
14%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_drugs
PROVIDES INFORMATION ON...
sw_cannabis
0.27
pulse_type
0.05
sw_smoker_cat
0.05
CAD
0.03
CHF
0.03
sw_malignancy
0.03
MI
0.03
STROKE
0.02
sw_oral_antidiab
0.01
sw_insulin
0.01
RENAL
0.01
sw_diab
0.01
diab_retinopathy
0.01
GENDER
0.01

THESE FEATURES
GIVE INFORMATION
ON sw_drugs:
sw_cannabis
0.34
sw_smoker_cat
0.05
EDUCATION
0.02
FAMILY_SIZE
0.01
HOUSE_INDIV
0.01
pulse_type
0.01
sw_malignancy
0.01
GENDER
0.01
ETHNICITY
0.01
sw_diabrisk
0.01
CAD
0.01
sw_diab
0.01
sw_prediab
0.01
sw_oral_antidiab
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_drugs
CORRELATION RATIO WITH...
AGE
0.40
HEIGHT
0.16
DBP_second
0.15
pusle
0.13
INTERVIE_wgt
0.13
EXAM_wgt
0.12
SBP_second
0.12
hemoglobin
0.11
RBC
0.11
BUN
0.11
hematocrit
0.11
lymphocyte_pct
0.10
platelets
0.10
WEIGHT
0.09
ALBUMIN
MISSING:
1,522
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CALCIO
0.47
PROTEIN
0.37
hemoglobin
0.36
GLOBULIN
-0.36
hematocrit
0.34
BMI
-0.32
WAIST_CIRC
-0.29
RDW
-0.27
RBC
0.26
BILIRUBIN
0.25
IRON
0.24
AGE
-0.21
HEIGHT
0.21
HbA1c
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.15
sw_drugs
0.09
sw_cannabis
0.08
GENDER
0.08
sw_diab
0.05
sw_diabrisk
0.05
sw_prediab
0.05
sw_overweight
0.05
sw_insulin
0.05
sw_malignancy
0.05
EDUCATION
0.04
pulse_type
0.04
STROKE
0.04
DIALYSIS
0.04
MOST FREQUENT VALUES
42.0
3,432
12.4%
43.0
3,382
12.2%
44.0
3,083
11.1%
41.0
3,001
10.8%
45.0
2,588
9.3%
40.0
2,476
8.9%
46.0
1,887
6.8%
39.0
1,822
6.6%
47.0
1,317
4.7%
38.0
1,281
4.6%
48.0
801
2.9%
37.0
733
2.6%
36.0
496
1.8%
49.0
420
1.5%
35.0
274
1.0%
SMALLEST VALUES
21.0
2
<0.1%
23.0
1
<0.1%
24.0
3
<0.1%
25.0
3
<0.1%
26.0
7
<0.1%
27.0
6
<0.1%
28.0
6
<0.1%
29.0
4
<0.1%
30.0
17
<0.1%
31.0
24
<0.1%
32.0
41
0.1%
33.0
75
0.3%
34.0
163
0.6%
35.0
274
1.0%
36.0
496
1.8%
LARGEST VALUES
56.0
1
<0.1%
55.0
1
<0.1%
54.0
6
<0.1%
53.0
22
<0.1%
52.0
50
0.2%
51.0
99
0.4%
50.0
210
0.8%
49.0
420
1.5%
48.0
801
2.9%
47.0
1,317
4.7%
46.0
1,887
6.8%
45.0
2,588
9.3%
44.0
3,083
11.1%
43.0
3,382
12.2%
42.0
3,432
12.4%
BUN
MISSING:
1,526
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CREATININE
0.50
AGE
0.34
URIC_ACID
0.27
FERRITIN
0.27
HbA1c
0.15
SBP_first
0.14
FOLATE
0.13
DBP_first
0.13
Glucose_basal
0.13
GLUCOSE
0.13
platelets
-0.12
WAIST_CIRC
0.12
SEQN
0.12
lymphocyte_pct
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RENAL
0.21
sw_cannabis
0.20
sw_prediab
0.17
sw_diab
0.17
sw_diabrisk
0.17
sw_insulin
0.16
sw_smoker_cat
0.15
DIALYSIS
0.14
diab_retinopathy
0.13
CHF
0.13
HOUSE_INDIV
0.13
FAMILY_SIZE
0.13
sw_oral_antidiab
0.12
ETHNICITY
0.11
MOST FREQUENT VALUES
3.93
2,687
9.7%
4.28
2,669
9.6%
4.64
2,588
9.3%
3.57
2,422
8.7%
5.0
2,189
7.9%
3.21
2,120
7.6%
5.36
1,978
7.1%
5.71
1,657
6.0%
2.86
1,588
5.7%
6.07
1,263
4.6%
2.5
1,059
3.8%
6.43
997
3.6%
6.78
786
2.8%
2.14
616
2.2%
7.14
608
2.2%
SMALLEST VALUES
0.36
2
<0.1%
0.71
7
<0.1%
1.07
46
0.2%
1.43
110
0.4%
1.79
289
1.0%
2.14
616
2.2%
2.5
1,059
3.8%
2.86
1,588
5.7%
3.21
2,120
7.6%
3.57
2,422
8.7%
3.93
2,687
9.7%
4.28
2,669
9.6%
4.64
2,588
9.3%
5.0
2,189
7.9%
5.36
1,978
7.1%
LARGEST VALUES
34.27
1
<0.1%
30.7
1
<0.1%
28.2
1
<0.1%
27.85
1
<0.1%
27.13
1
<0.1%
26.06
3
<0.1%
25.7
2
<0.1%
24.63
1
<0.1%
23.21
1
<0.1%
22.85
3
<0.1%
22.49
6
<0.1%
22.13
1
<0.1%
21.78
2
<0.1%
21.42
1
<0.1%
21.06
2
<0.1%
CALCIO
MISSING:
1,555
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ALBUMIN
0.47
PROTEIN
0.32
hemoglobin
0.20
hematocrit
0.19
PHOSPHORUS
0.16
CHOLESTEROL
0.15
RBC
0.15
IRON
0.12
BILIRUBIN
0.12
BMI
-0.12
URIC_ACID
0.12
RDW
-0.12
SEQN
-0.11
LDL
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.10
sw_drugs
0.07
sw_cannabis
0.04
pulse_type
0.04
DIALYSIS
0.03
sw_malignancy
0.03
EDUCATION
0.03
sw_smoker_cat
0.02
HOUSE_INDIV
0.02
FAMILY_SIZE
0.02
STROKE
0.02
CHF
0.02
sw_prediab
0.01
RENAL
0.01
MOST FREQUENT VALUES
2.35
3,271
11.8%
2.325
3,193
11.5%
2.375
3,035
11.0%
2.3
2,898
10.5%
2.4
2,597
9.4%
2.275
2,340
8.4%
2.425
1,997
7.2%
2.25
1,702
6.1%
2.45
1,410
5.1%
2.225
1,150
4.2%
2.475
908
3.3%
2.2
742
2.7%
2.5
611
2.2%
2.175
405
1.5%
2.525
362
1.3%
SMALLEST VALUES
1.6
1
<0.1%
1.65
1
<0.1%
1.725
1
<0.1%
1.75
1
<0.1%
1.8
1
<0.1%
1.825
1
<0.1%
1.875
1
<0.1%
1.9
2
<0.1%
1.925
1
<0.1%
1.95
1
<0.1%
1.975
3
<0.1%
2.0
5
<0.1%
2.025
7
<0.1%
2.05
11
<0.1%
2.075
27
<0.1%
LARGEST VALUES
3.7
1
<0.1%
3.025
2
<0.1%
3.0
2
<0.1%
2.875
3
<0.1%
2.85
1
<0.1%
2.825
2
<0.1%
2.8
2
<0.1%
2.775
7
<0.1%
2.75
11
<0.1%
2.725
18
<0.1%
2.7
21
<0.1%
2.675
23
<0.1%
2.65
33
0.1%
2.625
50
0.2%
2.6
88
0.3%
CHOLESTEROL
MISSING:
1,529
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LDL
0.91
TRIGLYCERIDS
0.34
SBP_second
0.17
HDL
0.16
DBP_second
0.16
CALCIO
0.15
hemoglobin
0.13
DBP_first
0.12
SBP_first
0.12
AGE
0.12
hematocrit
0.11
platelets
0.10
PROTEIN
0.10
ALBUMIN
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.12
sw_oral_antidiab
0.08
sw_drugs
0.08
sw_diab
0.08
sw_diabrisk
0.08
sw_prediab
0.07
CAD
0.06
sw_insulin
0.05
CHF
0.05
MI
0.05
GENDER
0.04
pulse_type
0.04
sw_cannabis
0.03
STROKE
0.03
MOST FREQUENT VALUES
5.094
301
1.1%
4.732
298
1.1%
4.758
297
1.1%
4.991
296
1.1%
4.577
294
1.1%
5.069
289
1.0%
4.707
288
1.0%
4.836
288
1.0%
4.913
277
1.0%
4.422
275
1.0%
4.37
275
1.0%
4.293
275
1.0%
4.862
274
1.0%
4.784
273
1.0%
4.681
273
1.0%
SMALLEST VALUES
0.155
1
<0.1%
1.603
1
<0.1%
1.862
1
<0.1%
1.914
1
<0.1%
1.991
1
<0.1%
2.017
1
<0.1%
2.069
1
<0.1%
2.095
5
<0.1%
2.146
2
<0.1%
2.172
3
<0.1%
2.198
1
<0.1%
2.224
4
<0.1%
2.25
2
<0.1%
2.276
3
<0.1%
2.302
1
<0.1%
LARGEST VALUES
16.525
1
<0.1%
14.611
2
<0.1%
14.404
1
<0.1%
13.732
1
<0.1%
12.982
1
<0.1%
12.206
1
<0.1%
11.818
1
<0.1%
11.715
1
<0.1%
11.43
1
<0.1%
11.327
1
<0.1%
11.249
1
<0.1%
11.172
1
<0.1%
11.042
1
<0.1%
10.835
1
<0.1%
10.809
1
<0.1%
CREATININE
MISSING:
1,524
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BUN
0.50
FERRITIN
0.37
URIC_ACID
0.28
HEIGHT
0.24
AGE
0.15
WEIGHT
0.12
platelets
-0.12
SBP_first
0.11
DBP_first
0.11
monocyte_pct
0.11
PHOSPHORUS
0.09
WAIST_CIRC
0.08
RDW
0.08
HDL
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DIALYSIS
0.52
RENAL
0.28
GENDER
0.25
sw_insulin
0.12
diab_retinopathy
0.12
ETHNICITY
0.12
CHF
0.11
sw_diab
0.10
sw_diabrisk
0.10
sw_prediab
0.09
HOUSE_INDIV
0.09
sw_cannabis
0.09
FAMILY_SIZE
0.09
CAD
0.08
MOST FREQUENT VALUES
72.49
941
3.4%
63.65
878
3.2%
81.33
789
2.8%
54.81
644
2.3%
90.17
560
2.0%
74.26
524
1.9%
70.72
520
1.9%
65.42
511
1.8%
71.6
491
1.8%
69.84
481
1.7%
75.14
477
1.7%
67.18
477
1.7%
68.95
474
1.7%
61.0
473
1.7%
80.44
471
1.7%
SMALLEST VALUES
22.1
1
<0.1%
26.52
2
<0.1%
27.4
2
<0.1%
28.29
3
<0.1%
29.17
1
<0.1%
30.94
1
<0.1%
31.82
3
<0.1%
32.71
9
<0.1%
33.59
6
<0.1%
34.48
7
<0.1%
35.36
14
<0.1%
36.24
16
<0.1%
37.13
42
0.2%
38.01
21
<0.1%
38.9
29
0.1%
LARGEST VALUES
1470.98
1
<0.1%
1384.34
1
<0.1%
1126.22
1
<0.1%
1103.23
1
<0.1%
1013.06
1
<0.1%
970.63
1
<0.1%
968.86
1
<0.1%
946.76
1
<0.1%
853.94
1
<0.1%
840.68
1
<0.1%
827.42
1
<0.1%
807.09
1
<0.1%
752.28
1
<0.1%
735.49
1
<0.1%
713.39
1
<0.1%
GLUCOSE
MISSING:
1,524
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Glucose_basal
0.99
HbA1c
0.79
HOMA_IR
0.37
WAIST_CIRC
0.22
TRIGLYCERIDS
0.22
AGE
0.21
Insulin_basal
0.19
BMI
0.17
SBP_first
0.16
DBP_first
0.16
HDL
-0.15
WEIGHT
0.15
ALBUMIN
-0.15
pusle
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.42
sw_diabrisk
0.41
sw_prediab
0.41
sw_oral_antidiab
0.34
sw_insulin
0.30
diab_retinopathy
0.22
sw_overweight
0.14
FAMILY_DIAB
0.13
sw_cannabis
0.10
EDUCATION
0.09
CAD
0.08
ETHNICITY
0.08
CHF
0.08
MI
0.08
MOST FREQUENT VALUES
5.0
979
3.5%
4.94
966
3.5%
4.88
962
3.5%
5.11
947
3.4%
4.83
920
3.3%
5.05
916
3.3%
4.77
884
3.2%
5.27
843
3.0%
5.16
836
3.0%
5.22
834
3.0%
4.72
823
3.0%
4.66
791
2.9%
5.33
724
2.6%
4.61
711
2.6%
4.55
653
2.4%
SMALLEST VALUES
1.05
1
<0.1%
1.72
1
<0.1%
1.83
1
<0.1%
1.89
1
<0.1%
1.94
1
<0.1%
2.11
1
<0.1%
2.22
1
<0.1%
2.28
2
<0.1%
2.33
1
<0.1%
2.5
1
<0.1%
2.55
2
<0.1%
2.61
5
<0.1%
2.66
4
<0.1%
2.72
5
<0.1%
2.78
5
<0.1%
LARGEST VALUES
43.13
1
<0.1%
34.75
1
<0.1%
34.25
1
<0.1%
33.86
1
<0.1%
33.58
1
<0.1%
32.03
1
<0.1%
31.53
1
<0.1%
31.47
1
<0.1%
31.03
1
<0.1%
30.75
2
<0.1%
29.81
1
<0.1%
29.2
1
<0.1%
28.92
1
<0.1%
27.81
1
<0.1%
27.7
1
<0.1%
IRON
MISSING:
1,559
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hemoglobin
0.41
hematocrit
0.37
BILIRUBIN
0.37
MCH
0.35
MCV
0.32
RDW
-0.30
ALBUMIN
0.24
FERRITIN
0.23
MCHC
0.23
BMI
-0.20
platelets
-0.17
RBC
0.15
HEIGHT
0.15
WAIST_CIRC
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.19
ETHNICITY
0.16
sw_overweight
0.11
sw_diabrisk
0.08
sw_drugs
0.07
sw_prediab
0.07
sw_diab
0.07
sw_oral_antidiab
0.06
sw_cannabis
0.06
FAMILY_DIAB
0.06
EDUCATION
0.05
sw_insulin
0.05
sw_smoker_cat
0.04
FAMILY_SIZE
0.04
MOST FREQUENT VALUES
12.0
374
1.4%
12.2
372
1.3%
13.8
366
1.3%
15.0
364
1.3%
12.9
361
1.3%
13.4
359
1.3%
13.1
356
1.3%
14.1
354
1.3%
11.3
351
1.3%
12.7
350
1.3%
13.6
349
1.3%
14.9
349
1.3%
13.3
348
1.3%
11.8
344
1.2%
15.6
344
1.2%
SMALLEST VALUES
0.4
1
<0.1%
1.1
2
<0.1%
1.3
8
<0.1%
1.4
5
<0.1%
1.6
8
<0.1%
1.8
17
<0.1%
2.0
19
<0.1%
2.1
14
<0.1%
2.3
15
<0.1%
2.5
30
0.1%
2.7
26
<0.1%
2.9
28
0.1%
3.0
36
0.1%
3.2
26
<0.1%
3.4
34
0.1%
LARGEST VALUES
99.8
1
<0.1%
85.3
1
<0.1%
69.3
1
<0.1%
61.4
1
<0.1%
58.2
1
<0.1%
54.1
1
<0.1%
53.6
2
<0.1%
52.8
2
<0.1%
52.7
1
<0.1%
52.5
1
<0.1%
52.3
1
<0.1%
51.6
1
<0.1%
51.4
1
<0.1%
51.2
1
<0.1%
50.7
1
<0.1%
PHOSPHORUS
MISSING:
1,529
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CALCIO
0.16
BUN
0.11
WEIGHT
-0.10
hematocrit
-0.10
WAIST_CIRC
-0.10
ALBUMIN
0.09
CREATININE
0.09
neutrophil_pct
-0.09
RBC
-0.09
lymphocyte_pct
0.09
hemoglobin
-0.09
SEQN
-0.08
IRON
-0.08
HDL
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.10
GENDER
0.08
sw_drugs
0.07
sw_cannabis
0.05
EDUCATION
0.04
pulse_type
0.03
DIALYSIS
0.03
sw_malignancy
0.02
HOUSE_INDIV
0.02
sw_diabrisk
0.02
STROKE
0.02
sw_asthma_ever
0.01
FAMILY_SIZE
0.01
CHF
0.01
MOST FREQUENT VALUES
1.162
2,045
7.4%
1.195
2,028
7.3%
1.227
2,013
7.3%
1.13
1,956
7.1%
1.259
1,844
6.7%
1.098
1,795
6.5%
1.292
1,711
6.2%
1.066
1,602
5.8%
1.324
1,467
5.3%
1.033
1,294
4.7%
1.356
1,276
4.6%
1.001
1,092
3.9%
1.388
1,060
3.8%
1.421
915
3.3%
0.969
882
3.2%
SMALLEST VALUES
0.484
1
<0.1%
0.517
1
<0.1%
0.549
2
<0.1%
0.581
9
<0.1%
0.614
8
<0.1%
0.646
14
<0.1%
0.678
19
<0.1%
0.71
38
0.1%
0.743
61
0.2%
0.775
95
0.3%
0.807
173
0.6%
0.84
234
0.8%
0.872
341
1.2%
0.904
521
1.9%
0.936
710
2.6%
LARGEST VALUES
3.1
1
<0.1%
2.874
1
<0.1%
2.454
1
<0.1%
2.422
2
<0.1%
2.293
1
<0.1%
2.163
2
<0.1%
2.131
2
<0.1%
2.067
2
<0.1%
2.034
5
<0.1%
2.002
3
<0.1%
1.97
6
<0.1%
1.937
5
<0.1%
1.905
6
<0.1%
1.873
10
<0.1%
1.841
13
<0.1%
BILIRUBIN
MISSING:
1,545
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
IRON
0.37
SEQN
-0.34
hemoglobin
0.28
ALBUMIN
0.25
hematocrit
0.23
MCHC
0.23
RDW
-0.20
FOLATE
-0.20
HEIGHT
0.20
MCH
0.19
platelets
-0.16
URIC_ACID
0.15
RBC
0.14
BMI
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.21
ETHNICITY
0.11
sw_overweight
0.08
sw_diabrisk
0.07
sw_smoker_cat
0.07
FAMILY_DIAB
0.07
sw_prediab
0.06
EDUCATION
0.06
sw_diab
0.05
sw_oral_antidiab
0.04
HOUSE_INDIV
0.04
sw_insulin
0.04
FAMILY_SIZE
0.04
sw_asthma_ever
0.04
MOST FREQUENT VALUES
10.26
4,496
16.2%
8.55
4,245
15.3%
11.97
3,793
13.7%
6.84
3,218
11.6%
13.68
2,936
10.6%
5.13
2,138
7.7%
15.39
1,801
6.5%
17.1
1,224
4.4%
3.42
1,193
4.3%
18.81
772
2.8%
20.52
517
1.9%
22.23
310
1.1%
1.71
249
0.9%
23.94
229
0.8%
25.65
150
0.5%
SMALLEST VALUES
0.0
15
<0.1%
0.17
3
<0.1%
0.34
3
<0.1%
0.51
1
<0.1%
0.68
2
<0.1%
0.86
3
<0.1%
1.03
2
<0.1%
1.2
2
<0.1%
1.37
4
<0.1%
1.54
4
<0.1%
1.71
249
0.9%
3.42
1,193
4.3%
5.13
2,138
7.7%
5.47
1
<0.1%
5.81
1
<0.1%
LARGEST VALUES
124.83
1
<0.1%
121.41
1
<0.1%
75.24
1
<0.1%
70.11
1
<0.1%
66.69
1
<0.1%
61.56
1
<0.1%
56.43
2
<0.1%
53.01
1
<0.1%
49.59
4
<0.1%
47.88
5
<0.1%
46.17
4
<0.1%
44.46
9
<0.1%
42.75
5
<0.1%
41.04
10
<0.1%
39.33
22
<0.1%
PROTEIN
MISSING:
1,562
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
GLOBULIN
0.73
ALBUMIN
0.37
CALCIO
0.32
INTERVIE_wgt
-0.15
EXAM_wgt
-0.15
RBC
0.15
URIC_ACID
0.13
AGE
-0.12
pusle
0.12
CHOLESTEROL
0.10
hematocrit
0.10
platelets
0.09
LDL
0.09
DBP_second
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.07
sw_drugs
0.07
sw_cannabis
0.05
sw_malignancy
0.05
sw_smoker_cat
0.04
pulse_type
0.03
HOUSE_INDIV
0.03
FAMILY_SIZE
0.03
STROKE
0.02
EDUCATION
0.02
DIALYSIS
0.02
CHF
0.02
sw_diabrisk
0.02
sw_diab
0.02
MOST FREQUENT VALUES
72.0
2,585
9.3%
71.0
2,472
8.9%
70.0
2,397
8.7%
73.0
2,281
8.2%
69.0
2,112
7.6%
74.0
2,087
7.5%
75.0
1,852
6.7%
68.0
1,820
6.6%
76.0
1,525
5.5%
67.0
1,444
5.2%
66.0
1,157
4.2%
77.0
1,135
4.1%
78.0
837
3.0%
65.0
768
2.8%
79.0
599
2.2%
SMALLEST VALUES
47.0
1
<0.1%
52.0
2
<0.1%
53.0
8
<0.1%
53.8
1
<0.1%
54.0
1
<0.1%
55.0
6
<0.1%
56.0
10
<0.1%
57.0
11
<0.1%
58.0
31
0.1%
59.0
33
0.1%
60.0
42
0.2%
61.0
116
0.4%
62.0
194
0.7%
63.0
350
1.3%
64.0
509
1.8%
LARGEST VALUES
108.0
1
<0.1%
104.0
1
<0.1%
103.0
1
<0.1%
102.0
1
<0.1%
101.0
3
<0.1%
100.0
1
<0.1%
97.0
1
<0.1%
95.0
1
<0.1%
94.0
2
<0.1%
93.0
3
<0.1%
92.0
4
<0.1%
91.0
7
<0.1%
90.0
6
<0.1%
89.0
8
<0.1%
88.0
16
<0.1%
TRIGLYCERIDS
MISSING:
1,486
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HDL
-0.40
CHOLESTEROL
0.34
GLUCOSE
0.22
Glucose_basal
0.21
WAIST_CIRC
0.20
HbA1c
0.20
HOMA_IR
0.19
MCHC
0.18
hemoglobin
0.18
URIC_ACID
0.17
LDL
0.17
Insulin_basal
0.17
FERRITIN
0.16
WEIGHT
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.17
GENDER
0.12
sw_prediab
0.11
sw_diabrisk
0.11
sw_diab
0.11
sw_overweight
0.10
sw_oral_antidiab
0.10
EDUCATION
0.08
sw_smoker_cat
0.07
sw_insulin
0.06
FAMILY_DIAB
0.05
diab_retinopathy
0.04
sw_drugs
0.04
FAMILY_SIZE
0.04
MOST FREQUENT VALUES
0.768
211
0.8%
0.835
208
0.7%
0.858
206
0.7%
1.05
202
0.7%
1.039
202
0.7%
0.847
201
0.7%
0.948
200
0.7%
1.163
199
0.7%
0.926
197
0.7%
1.016
195
0.7%
0.96
193
0.7%
0.881
193
0.7%
0.7
192
0.7%
0.937
190
0.7%
0.79
190
0.7%
SMALLEST VALUES
0.102
1
<0.1%
0.135
1
<0.1%
0.181
1
<0.1%
0.203
1
<0.1%
0.215
1
<0.1%
0.226
1
<0.1%
0.237
2
<0.1%
0.248
5
<0.1%
0.26
5
<0.1%
0.271
5
<0.1%
0.282
13
<0.1%
0.294
12
<0.1%
0.305
15
<0.1%
0.316
23
<0.1%
0.327
15
<0.1%
LARGEST VALUES
68.384
1
<0.1%
37.042
1
<0.1%
35.981
1
<0.1%
34.559
1
<0.1%
33.712
1
<0.1%
33.001
1
<0.1%
30.404
1
<0.1%
27.231
1
<0.1%
25.448
1
<0.1%
25.211
1
<0.1%
23.765
1
<0.1%
23.709
1
<0.1%
19.667
1
<0.1%
19.599
1
<0.1%
19.069
1
<0.1%
URIC_ACID
MISSING:
1,531
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WEIGHT
0.38
WAIST_CIRC
0.35
HEIGHT
0.30
CREATININE
0.28
FERRITIN
0.28
BUN
0.27
hemoglobin
0.27
hematocrit
0.27
BMI
0.26
RBC
0.26
HDL
-0.25
Insulin_basal
0.18
TRIGLYCERIDS
0.17
SBP_first
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.31
sw_overweight
0.12
sw_smoker_cat
0.10
CHF
0.08
sw_prediab
0.06
CAD
0.06
FAMILY_SIZE
0.06
sw_cannabis
0.06
HOUSE_INDIV
0.06
MI
0.06
ETHNICITY
0.05
sw_diab
0.05
pulse_type
0.05
sw_drugs
0.05
MOST FREQUENT VALUES
291.5
800
2.9%
315.2
791
2.9%
273.6
777
2.8%
321.2
776
2.8%
309.3
763
2.8%
297.4
760
2.7%
303.3
758
2.7%
327.1
757
2.7%
339.0
745
2.7%
333.1
743
2.7%
261.7
742
2.7%
279.6
733
2.6%
345.0
729
2.6%
285.5
728
2.6%
350.9
713
2.6%
SMALLEST VALUES
23.8
1
<0.1%
41.6
1
<0.1%
47.6
2
<0.1%
65.4
1
<0.1%
89.2
2
<0.1%
95.2
3
<0.1%
101.1
4
<0.1%
107.1
5
<0.1%
113.0
9
<0.1%
119.0
14
<0.1%
124.9
12
<0.1%
130.9
20
<0.1%
136.8
32
0.1%
142.8
40
0.1%
148.7
39
0.1%
LARGEST VALUES
1070.6
1
<0.1%
898.1
1
<0.1%
814.9
1
<0.1%
791.1
1
<0.1%
773.2
1
<0.1%
737.6
1
<0.1%
725.7
1
<0.1%
719.7
1
<0.1%
707.8
3
<0.1%
695.9
3
<0.1%
690.0
1
<0.1%
684.0
1
<0.1%
678.1
3
<0.1%
672.1
3
<0.1%
666.2
4
<0.1%
GLOBULIN
MISSING:
1,563
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PROTEIN
0.73
ALBUMIN
-0.36
INTERVIE_wgt
-0.23
EXAM_wgt
-0.23
RDW
0.20
MCH
-0.20
hemoglobin
-0.19
BMI
0.18
platelets
0.17
MCHC
-0.17
MCV
-0.17
HbA1c
0.17
hematocrit
-0.15
HEIGHT
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.13
GENDER
0.07
EDUCATION
0.06
sw_overweight
0.06
sw_prediab
0.05
sw_diabrisk
0.05
sw_malignancy
0.05
sw_smoker_cat
0.05
sw_drugs
0.05
FAMILY_DIAB
0.04
sw_diab
0.04
HOUSE_INDIV
0.04
FAMILY_SIZE
0.04
sw_cannabis
0.04
MOST FREQUENT VALUES
28.0
2,683
9.7%
29.0
2,572
9.3%
27.0
2,516
9.1%
30.0
2,434
8.8%
31.0
2,178
7.9%
26.0
2,121
7.7%
25.0
1,834
6.6%
32.0
1,806
6.5%
33.0
1,508
5.4%
24.0
1,375
5.0%
34.0
1,259
4.5%
23.0
914
3.3%
35.0
907
3.3%
36.0
700
2.5%
22.0
607
2.2%
SMALLEST VALUES
8.0
1
<0.1%
10.0
4
<0.1%
13.0
3
<0.1%
14.0
3
<0.1%
15.0
4
<0.1%
16.0
9
<0.1%
17.0
17
<0.1%
18.0
41
0.1%
19.0
76
0.3%
20.0
182
0.7%
21.0
296
1.1%
22.0
607
2.2%
23.0
914
3.3%
24.0
1,375
5.0%
25.0
1,834
6.6%
LARGEST VALUES
72.0
1
<0.1%
70.0
1
<0.1%
67.0
1
<0.1%
65.0
2
<0.1%
63.0
1
<0.1%
62.0
2
<0.1%
60.0
2
<0.1%
59.0
2
<0.1%
58.0
1
<0.1%
57.0
2
<0.1%
55.0
3
<0.1%
54.0
3
<0.1%
53.0
5
<0.1%
52.0
5
<0.1%
51.0
2
<0.1%
HbA1c
MISSING:
1,145
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Glucose_basal
0.84
GLUCOSE
0.79
HOMA_IR
0.34
AGE
0.29
WAIST_CIRC
0.26
BMI
0.21
SBP_first
0.20
DBP_first
0.20
TRIGLYCERIDS
0.20
Insulin_basal
0.19
ALBUMIN
-0.19
WEIGHT
0.17
GLOBULIN
0.17
HDL
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.41
sw_diabrisk
0.41
sw_prediab
0.41
sw_oral_antidiab
0.35
sw_insulin
0.30
diab_retinopathy
0.21
sw_overweight
0.14
FAMILY_DIAB
0.14
sw_cannabis
0.11
EDUCATION
0.09
CAD
0.08
MI
0.07
ETHNICITY
0.07
CHF
0.07
MOST FREQUENT VALUES
5.4
2,625
9.3%
5.5
2,519
9.0%
5.3
2,397
8.5%
5.6
2,235
8.0%
5.2
2,098
7.5%
5.7
1,944
6.9%
5.1
1,608
5.7%
5.8
1,588
5.6%
5.0
1,264
4.5%
5.9
1,212
4.3%
6.0
1,036
3.7%
4.9
836
3.0%
6.1
732
2.6%
4.8
562
2.0%
6.2
529
1.9%
SMALLEST VALUES
2.0
1
<0.1%
3.5
1
<0.1%
3.6
1
<0.1%
3.7
3
<0.1%
3.8
3
<0.1%
3.9
1
<0.1%
4.0
6
<0.1%
4.1
19
<0.1%
4.2
26
<0.1%
4.3
46
0.2%
4.4
78
0.3%
4.5
133
0.5%
4.6
196
0.7%
4.7
351
1.2%
4.8
562
2.0%
LARGEST VALUES
17.8
1
<0.1%
17.5
1
<0.1%
17.0
1
<0.1%
16.9
1
<0.1%
16.5
2
<0.1%
16.4
1
<0.1%
16.2
1
<0.1%
15.9
1
<0.1%
15.6
1
<0.1%
15.5
1
<0.1%
15.4
1
<0.1%
15.2
3
<0.1%
15.0
1
<0.1%
14.7
2
<0.1%
14.6
1
<0.1%
Glucose_basal
MISSING:
16,480
(56%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
GLUCOSE
0.99
HbA1c
0.84
HOMA_IR
0.36
WAIST_CIRC
0.25
AGE
0.22
TRIGLYCERIDS
0.21
SBP_first
0.21
DBP_first
0.20
BMI
0.19
Insulin_basal
0.18
WEIGHT
0.18
HDL
-0.17
FERRITIN
0.16
BUN
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_prediab
0.15
sw_diab
0.15
sw_diabrisk
0.14
sw_oral_antidiab
0.13
sw_insulin
0.10
diab_retinopathy
0.06
sw_overweight
0.05
FAMILY_DIAB
0.04
sw_smoker_cat
0.04
MI
0.03
ETHNICITY
0.03
sw_cannabis
0.03
CAD
0.03
CHF
0.03
MOST FREQUENT VALUES
97.0
472
3.7%
99.0
472
3.7%
100.0
458
3.6%
96.0
443
3.5%
95.0
440
3.4%
98.0
436
3.4%
94.0
430
3.4%
101.0
410
3.2%
102.0
400
3.1%
93.0
390
3.1%
103.0
381
3.0%
92.0
357
2.8%
105.0
344
2.7%
91.0
343
2.7%
104.0
338
2.6%
SMALLEST VALUES
21.0
1
<0.1%
38.0
1
<0.1%
47.0
2
<0.1%
48.0
1
<0.1%
50.0
1
<0.1%
51.0
1
<0.1%
53.0
1
<0.1%
54.0
1
<0.1%
57.0
2
<0.1%
60.0
1
<0.1%
61.0
2
<0.1%
62.0
1
<0.1%
63.0
1
<0.1%
64.0
3
<0.1%
66.0
1
<0.1%
LARGEST VALUES
584.0
1
<0.1%
470.0
1
<0.1%
461.0
1
<0.1%
454.0
1
<0.1%
451.0
1
<0.1%
442.0
1
<0.1%
440.0
1
<0.1%
429.0
1
<0.1%
427.0
1
<0.1%
422.0
2
<0.1%
421.0
2
<0.1%
414.0
1
<0.1%
412.0
1
<0.1%
405.0
2
<0.1%
398.0
1
<0.1%
Insulin_basal
MISSING:
19,024
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HOMA_IR
0.94
HOMA_beta
0.64
WAIST_CIRC
0.39
BMI
0.38
WEIGHT
0.36
HDL
-0.24
HbA1c
0.19
GLUCOSE
0.19
Glucose_basal
0.18
URIC_ACID
0.18
TRIGLYCERIDS
0.17
pusle
0.14
WBC
0.14
GLOBULIN
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.12
sw_insulin
0.10
sw_diabrisk
0.07
sw_prediab
0.07
sw_diab
0.07
ETHNICITY
0.05
sw_oral_antidiab
0.05
sw_smoker_cat
0.03
diab_retinopathy
0.03
CHF
0.03
FAMILY_DIAB
0.03
FAMILY_SIZE
0.03
EDUCATION
0.03
sw_cannabis
0.02
MOST FREQUENT VALUES
1.0
28
0.3%
6.34
16
0.2%
6.75
15
0.1%
8.47
15
0.1%
5.23
15
0.1%
6.21
14
0.1%
5.91
14
0.1%
4.81
14
0.1%
7.29
14
0.1%
6.37
14
0.1%
9.27
13
0.1%
4.99
13
0.1%
7.65
13
0.1%
5.32
13
0.1%
7.01
13
0.1%
SMALLEST VALUES
0.14
4
<0.1%
0.46
1
<0.1%
0.71
1
<0.1%
0.88
1
<0.1%
0.96
1
<0.1%
1.0
28
0.3%
1.02
1
<0.1%
1.03
1
<0.1%
1.04
1
<0.1%
1.07
2
<0.1%
1.13
1
<0.1%
1.15
2
<0.1%
1.17
1
<0.1%
1.22
1
<0.1%
1.23
1
<0.1%
LARGEST VALUES
682.48
1
<0.1%
647.5
1
<0.1%
324.06
1
<0.1%
320.22
1
<0.1%
279.79
1
<0.1%
255.46
1
<0.1%
251.52
1
<0.1%
242.09
1
<0.1%
203.27
1
<0.1%
197.92
1
<0.1%
195.2
1
<0.1%
167.28
1
<0.1%
166.6
1
<0.1%
162.96
1
<0.1%
158.32
1
<0.1%
HOMA_beta
MISSING:
19,041
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Insulin_basal
0.64
HOMA_IR
0.47
BMI
0.29
WEIGHT
0.27
WAIST_CIRC
0.27
HDL
-0.18
Glucose_basal
-0.13
pusle
0.11
GLUCOSE
-0.11
URIC_ACID
0.11
BILIRUBIN
-0.10
WBC
0.09
ALBUMIN
-0.09
AGE
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.08
ETHNICITY
0.04
sw_cannabis
0.04
sw_diab
0.03
sw_diabrisk
0.03
sw_prediab
0.03
sw_oral_antidiab
0.03
sw_drugs
0.03
FAMILY_SIZE
0.03
HOUSE_INDIV
0.03
GENDER
0.02
EDUCATION
0.02
sw_insulin
0.01
diab_retinopathy
0.01
MOST FREQUENT VALUES
46.8
16
0.2%
54.0
14
0.1%
43.2
11
0.1%
86.4
10
<0.1%
90.0
9
<0.1%
68.4
9
<0.1%
82.8
9
<0.1%
108.0
9
<0.1%
57.6
9
<0.1%
55.8
8
<0.1%
79.2
8
<0.1%
122.4
8
<0.1%
61.2
8
<0.1%
187.2
7
<0.1%
73.8
7
<0.1%
SMALLEST VALUES
-1679.4
1
<0.1%
-1665.6
1
<0.1%
-1215.0
1
<0.1%
-509.4
1
<0.1%
-412.885714285714
1
<0.1%
-373.6
1
<0.1%
-321.6
1
<0.1%
-255.9
1
<0.1%
-218.25
1
<0.1%
-146.492307692308
1
<0.1%
-72.48
1
<0.1%
-46.08
1
<0.1%
0.466666666666667
1
<0.1%
1.10091743119266
1
<0.1%
1.29230769230769
1
<0.1%
LARGEST VALUES
4528.8
1
<0.1%
4521.6
1
<0.1%
3586.15384615385
1
<0.1%
2632.11428571429
1
<0.1%
2579.04
1
<0.1%
2532.91546391753
1
<0.1%
2430.45
1
<0.1%
1953.46666666667
1
<0.1%
1807.32857142857
1
<0.1%
1657.8
1
<0.1%
1530.0
1
<0.1%
1332.8
1
<0.1%
1226.208
1
<0.1%
1113.6
1
<0.1%
1095.975
1
<0.1%
HOMA_IR
MISSING:
19,041
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Insulin_basal
0.94
HOMA_beta
0.47
GLUCOSE
0.37
Glucose_basal
0.36
WAIST_CIRC
0.34
HbA1c
0.34
BMI
0.32
WEIGHT
0.31
HDL
-0.21
TRIGLYCERIDS
0.19
URIC_ACID
0.14
pusle
0.13
ALBUMIN
-0.13
GLOBULIN
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_insulin
0.15
sw_diab
0.12
sw_diabrisk
0.12
sw_prediab
0.12
sw_overweight
0.11
sw_oral_antidiab
0.09
diab_retinopathy
0.06
ETHNICITY
0.05
FAMILY_DIAB
0.04
CHF
0.04
sw_smoker_cat
0.04
CAD
0.04
MI
0.03
EDUCATION
0.03
MOST FREQUENT VALUES
2.86814814814815
5
<0.1%
1.21333333333333
5
<0.1%
0.808888888888889
5
<0.1%
3.39733333333333
4
<0.1%
3.33925925925926
4
<0.1%
1.43748148148148
4
<0.1%
1.16977777777778
4
<0.1%
1.47777777777778
4
<0.1%
2.7117037037037
4
<0.1%
5.44
4
<0.1%
3.0
4
<0.1%
1.83822222222222
4
<0.1%
1.56222222222222
4
<0.1%
1.99111111111111
4
<0.1%
1.26725925925926
4
<0.1%
SMALLEST VALUES
0.028
1
<0.1%
0.0345679012345679
1
<0.1%
0.0352592592592593
1
<0.1%
0.0591111111111111
1
<0.1%
0.0783703703703704
1
<0.1%
0.154271604938272
1
<0.1%
0.178024691358025
1
<0.1%
0.182716049382716
1
<0.1%
0.185185185185185
1
<0.1%
0.190123456790123
1
<0.1%
0.197530864197531
1
<0.1%
0.200296296296296
1
<0.1%
0.209876543209877
1
<0.1%
0.212345679012346
1
<0.1%
0.213481481481481
1
<0.1%
LARGEST VALUES
269.621728395062
1
<0.1%
204.641975308642
1
<0.1%
151.808
1
<0.1%
128.219654320988
1
<0.1%
120.481185185185
1
<0.1%
113.297679012346
1
<0.1%
110.920172839506
1
<0.1%
109.852444444444
1
<0.1%
100.190222222222
1
<0.1%
94.8059259259259
1
<0.1%
93.002962962963
1
<0.1%
89.0652098765432
1
<0.1%
88.8164444444445
1
<0.1%
87.0456296296296
1
<0.1%
85.9117037037037
1
<0.1%
WBC
MISSING:
1,140
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lymphocyte_cnt
0.82
neutrophil_cnt
0.70
monocyte_cnt
0.43
basophil_cnt
0.30
eosinophil_cnt
0.28
neutrophil_pct
0.24
monocyte_pct
-0.22
platelets
0.21
lymphocyte_pct
-0.19
HDL
-0.15
WAIST_CIRC
0.15
pusle
0.14
BMI
0.14
Insulin_basal
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.12
sw_smoker_cat
0.12
sw_overweight
0.10
EDUCATION
0.06
sw_diabrisk
0.06
sw_cannabis
0.05
sw_drugs
0.05
sw_prediab
0.05
sw_diab
0.05
sw_oral_antidiab
0.04
FAMILY_DIAB
0.04
sw_insulin
0.03
sw_asthma_ever
0.02
MI
0.02
MOST FREQUENT VALUES
6.4
787
2.8%
6.1
761
2.7%
6.6
749
2.7%
5.9
744
2.6%
6.9
740
2.6%
5.6
709
2.5%
7.1
707
2.5%
6.3
637
2.3%
7.6
626
2.2%
5.1
589
2.1%
6.8
569
2.0%
8.1
546
1.9%
5.7
543
1.9%
5.5
538
1.9%
7.4
531
1.9%
SMALLEST VALUES
1.4
1
<0.1%
1.5
1
<0.1%
1.6
1
<0.1%
1.7
1
<0.1%
1.9
1
<0.1%
2.0
1
<0.1%
2.3
2
<0.1%
2.5
9
<0.1%
2.6
5
<0.1%
2.7
9
<0.1%
2.8
21
<0.1%
2.9
17
<0.1%
3.0
24
<0.1%
3.1
31
0.1%
3.2
34
0.1%
LARGEST VALUES
400.0
1
<0.1%
99.9
1
<0.1%
54.7
1
<0.1%
44.8
1
<0.1%
37.4
1
<0.1%
34.0
1
<0.1%
31.4
1
<0.1%
30.3
1
<0.1%
28.7
1
<0.1%
26.1
1
<0.1%
23.2
1
<0.1%
23.0
1
<0.1%
22.8
1
<0.1%
22.0
1
<0.1%
21.4
1
<0.1%
lymphocyte_pct
MISSING:
1,180
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
neutrophil_pct
-0.94
neutrophil_cnt
-0.60
lymphocyte_cnt
0.22
WBC
-0.19
monocyte_cnt
-0.17
BUN
-0.11
monocyte_pct
0.11
AGE
-0.11
pusle
-0.11
WAIST_CIRC
-0.10
PHOSPHORUS
0.09
PROTEIN
0.09
basophil_pct
0.09
GLUCOSE
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.14
sw_drugs
0.10
sw_cannabis
0.08
sw_malignancy
0.08
GENDER
0.08
CHF
0.07
sw_smoker_cat
0.07
CAD
0.06
RENAL
0.06
sw_diab
0.06
sw_diabrisk
0.05
MI
0.05
sw_insulin
0.05
sw_prediab
0.05
MOST FREQUENT VALUES
29.0
219
0.8%
28.8
219
0.8%
34.2
194
0.7%
31.3
187
0.7%
27.0
182
0.6%
32.3
179
0.6%
26.3
179
0.6%
26.5
177
0.6%
33.3
171
0.6%
29.8
170
0.6%
30.0
169
0.6%
32.8
169
0.6%
29.5
168
0.6%
33.8
167
0.6%
27.5
165
0.6%
SMALLEST VALUES
2.9
1
<0.1%
3.4
1
<0.1%
3.5
1
<0.1%
4.9
2
<0.1%
5.0
2
<0.1%
5.2
2
<0.1%
6.1
2
<0.1%
6.3
1
<0.1%
6.5
2
<0.1%
6.7
2
<0.1%
6.8
1
<0.1%
6.9
2
<0.1%
7.0
1
<0.1%
7.1
2
<0.1%
7.2
1
<0.1%
LARGEST VALUES
90.8
1
<0.1%
89.7
1
<0.1%
81.6
1
<0.1%
79.9
1
<0.1%
78.4
1
<0.1%
77.1
1
<0.1%
76.7
1
<0.1%
71.8
1
<0.1%
71.3
1
<0.1%
70.0
1
<0.1%
69.9
1
<0.1%
68.7
1
<0.1%
68.4
1
<0.1%
67.6
1
<0.1%
67.3
1
<0.1%
monocyte_pct
MISSING:
1,180
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
monocyte_cnt
0.52
neutrophil_cnt
-0.37
neutrophil_pct
-0.36
WBC
-0.22
FERRITIN
0.16
platelets
-0.15
HEIGHT
0.15
AGE
0.11
lymphocyte_pct
0.11
CREATININE
0.11
BUN
0.09
pusle
-0.09
eosinophil_pct
0.09
URIC_ACID
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.14
ETHNICITY
0.09
HOUSE_INDIV
0.08
FAMILY_SIZE
0.08
sw_smoker_cat
0.07
sw_cannabis
0.07
pulse_type
0.05
EDUCATION
0.04
CAD
0.04
sw_overweight
0.03
MI
0.03
sw_drugs
0.03
CHF
0.03
sw_diabrisk
0.03
MOST FREQUENT VALUES
6.9
727
2.6%
7.1
684
2.4%
7.6
646
2.3%
8.1
641
2.3%
6.6
583
2.1%
8.4
578
2.1%
6.4
577
2.1%
7.5
570
2.0%
6.3
565
2.0%
7.9
561
2.0%
8.6
552
2.0%
7.8
551
2.0%
8.0
551
2.0%
6.1
550
2.0%
7.4
544
1.9%
SMALLEST VALUES
0.6
2
<0.1%
0.7
2
<0.1%
0.8
3
<0.1%
0.9
1
<0.1%
1.1
2
<0.1%
1.3
2
<0.1%
1.4
2
<0.1%
1.5
3
<0.1%
1.6
2
<0.1%
1.8
3
<0.1%
1.9
6
<0.1%
2.0
8
<0.1%
2.1
4
<0.1%
2.2
11
<0.1%
2.3
12
<0.1%
LARGEST VALUES
66.9
1
<0.1%
39.1
1
<0.1%
38.8
1
<0.1%
32.0
1
<0.1%
28.4
1
<0.1%
26.7
1
<0.1%
26.3
1
<0.1%
26.2
1
<0.1%
24.4
1
<0.1%
24.1
1
<0.1%
23.8
1
<0.1%
23.3
1
<0.1%
22.4
1
<0.1%
22.3
1
<0.1%
21.6
1
<0.1%
neutrophil_pct
MISSING:
1,180
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lymphocyte_pct
-0.94
neutrophil_cnt
0.67
monocyte_pct
-0.36
eosinophil_pct
-0.28
WBC
0.24
lymphocyte_cnt
-0.17
basophil_pct
-0.17
pusle
0.14
eosinophil_cnt
-0.13
WAIST_CIRC
0.10
GLUCOSE
0.09
PHOSPHORUS
-0.09
Glucose_basal
0.09
PROTEIN
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.21
sw_overweight
0.05
sw_diabrisk
0.05
sw_diab
0.05
sw_prediab
0.05
sw_smoker_cat
0.04
pulse_type
0.04
sw_oral_antidiab
0.04
sw_drugs
0.03
CAD
0.03
MI
0.03
CHF
0.03
sw_insulin
0.03
FAMILY_SIZE
0.03
MOST FREQUENT VALUES
59.7
181
0.6%
61.3
179
0.6%
59.3
176
0.6%
56.8
169
0.6%
57.2
167
0.6%
57.8
160
0.6%
60.3
156
0.6%
61.8
154
0.5%
60.9
153
0.5%
57.4
151
0.5%
58.8
150
0.5%
56.3
149
0.5%
59.9
147
0.5%
58.0
145
0.5%
62.2
144
0.5%
SMALLEST VALUES
0.8
1
<0.1%
1.0
1
<0.1%
6.7
1
<0.1%
8.8
1
<0.1%
10.4
1
<0.1%
10.6
1
<0.1%
13.1
1
<0.1%
14.3
1
<0.1%
15.2
1
<0.1%
16.4
1
<0.1%
17.5
1
<0.1%
17.7
1
<0.1%
18.8
1
<0.1%
19.2
1
<0.1%
19.4
1
<0.1%
LARGEST VALUES
93.6
1
<0.1%
93.2
1
<0.1%
92.8
1
<0.1%
92.1
1
<0.1%
90.8
1
<0.1%
90.6
1
<0.1%
89.8
2
<0.1%
89.7
1
<0.1%
89.4
1
<0.1%
89.2
1
<0.1%
89.1
1
<0.1%
88.9
1
<0.1%
88.8
1
<0.1%
88.6
1
<0.1%
88.4
1
<0.1%
eosinophil_pct
MISSING:
1,180
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
eosinophil_cnt
0.85
neutrophil_pct
-0.28
neutrophil_cnt
-0.17
basophil_pct
0.13
monocyte_pct
0.09
basophil_cnt
0.08
CREATININE
0.08
pusle
-0.08
URIC_ACID
0.07
AGE
0.06
BUN
0.06
HDL
-0.06
WBC
-0.06
HEIGHT
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.09
sw_asthma_ever
0.06
ETHNICITY
0.06
sw_smoker_cat
0.05
MI
0.04
sw_cannabis
0.04
CAD
0.03
EDUCATION
0.03
sw_diabrisk
0.03
FAMILY_SIZE
0.03
DIALYSIS
0.02
CHF
0.02
sw_oral_antidiab
0.02
sw_prediab
0.02
MOST FREQUENT VALUES
2.0
1,154
4.1%
1.7
1,143
4.1%
1.3
1,071
3.8%
2.3
981
3.5%
2.8
869
3.1%
1.6
849
3.0%
1.5
833
3.0%
1.2
798
2.8%
2.2
793
2.8%
2.5
788
2.8%
1.8
765
2.7%
1.0
744
2.6%
0.9
734
2.6%
1.9
724
2.6%
2.7
640
2.3%
SMALLEST VALUES
0.0
43
0.2%
0.1
56
0.2%
0.2
78
0.3%
0.3
108
0.4%
0.4
218
0.8%
0.5
190
0.7%
0.6
467
1.7%
0.7
290
1.0%
0.8
536
1.9%
0.9
734
2.6%
1.0
744
2.6%
1.1
494
1.8%
1.2
798
2.8%
1.3
1,071
3.8%
1.4
636
2.3%
LARGEST VALUES
36.6
1
<0.1%
34.1
1
<0.1%
32.0
1
<0.1%
29.0
1
<0.1%
28.5
1
<0.1%
28.3
1
<0.1%
27.4
1
<0.1%
26.3
1
<0.1%
25.4
1
<0.1%
25.3
1
<0.1%
25.2
1
<0.1%
24.9
1
<0.1%
24.6
1
<0.1%
24.0
1
<0.1%
23.1
1
<0.1%
basophil_pct
MISSING:
1,180
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
basophil_cnt
0.67
neutrophil_pct
-0.17
eosinophil_pct
0.13
neutrophil_cnt
-0.10
SEQN
0.10
eosinophil_cnt
0.09
lymphocyte_pct
0.09
RDW
0.08
MCHC
-0.08
FOLATE
0.07
AGE
0.06
monocyte_pct
0.05
MCH
-0.05
BILIRUBIN
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.04
HOUSE_INDIV
0.03
FAMILY_SIZE
0.03
sw_drugs
0.03
pulse_type
0.02
EDUCATION
0.02
sw_cannabis
0.02
sw_overweight
0.02
sw_malignancy
0.02
sw_prediab
0.02
sw_asthma_ever
0.02
CAD
0.02
RENAL
0.01
sw_smoker_cat
0.01
MOST FREQUENT VALUES
0.6
4,597
16.4%
0.4
3,141
11.2%
0.8
2,903
10.3%
0.9
2,730
9.7%
0.5
2,445
8.7%
0.7
2,387
8.5%
1.0
1,748
6.2%
0.3
1,644
5.9%
0.2
987
3.5%
1.1
984
3.5%
1.2
943
3.4%
1.3
714
2.5%
0.1
680
2.4%
0.0
465
1.7%
1.4
344
1.2%
SMALLEST VALUES
0.0
465
1.7%
0.1
680
2.4%
0.2
987
3.5%
0.3
1,644
5.9%
0.4
3,141
11.2%
0.5
2,445
8.7%
0.6
4,597
16.4%
0.7
2,387
8.5%
0.8
2,903
10.3%
0.9
2,730
9.7%
1.0
1,748
6.2%
1.1
984
3.5%
1.2
943
3.4%
1.3
714
2.5%
1.4
344
1.2%
LARGEST VALUES
8.4
1
<0.1%
7.5
1
<0.1%
7.3
1
<0.1%
7.0
1
<0.1%
6.9
1
<0.1%
6.8
1
<0.1%
6.7
1
<0.1%
6.3
1
<0.1%
6.1
1
<0.1%
5.8
1
<0.1%
5.6
1
<0.1%
5.5
2
<0.1%
5.3
2
<0.1%
5.2
1
<0.1%
5.1
1
<0.1%
lymphocyte_cnt
MISSING:
1,181
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WBC
0.82
lymphocyte_pct
0.22
monocyte_cnt
0.20
neutrophil_pct
-0.17
neutrophil_cnt
0.17
eosinophil_cnt
0.14
basophil_cnt
0.11
Insulin_basal
0.08
monocyte_pct
-0.08
platelets
0.07
HOMA_beta
0.07
HOMA_IR
0.06
HDL
-0.06
TRIGLYCERIDS
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_smoker_cat
0.04
sw_overweight
0.04
GENDER
0.03
sw_cannabis
0.03
sw_drugs
0.03
ETHNICITY
0.02
HOUSE_INDIV
0.02
FAMILY_SIZE
0.02
EDUCATION
0.02
sw_diabrisk
0.02
CHF
0.02
FAMILY_DIAB
0.01
DIALYSIS
0.01
pulse_type
0.01
MOST FREQUENT VALUES
1.9
1,843
6.6%
1.8
1,760
6.3%
2.0
1,757
6.3%
2.1
1,684
6.0%
1.7
1,673
6.0%
2.2
1,578
5.6%
1.6
1,528
5.4%
2.3
1,483
5.3%
2.4
1,383
4.9%
1.5
1,284
4.6%
2.5
1,199
4.3%
2.6
1,093
3.9%
1.4
1,050
3.7%
2.7
921
3.3%
1.3
831
3.0%
SMALLEST VALUES
0.2
1
<0.1%
0.3
1
<0.1%
0.4
5
<0.1%
0.5
20
<0.1%
0.6
35
0.1%
0.7
70
0.2%
0.8
102
0.4%
0.9
186
0.7%
1.0
302
1.1%
1.1
473
1.7%
1.2
580
2.1%
1.3
831
3.0%
1.4
1,050
3.7%
1.5
1,284
4.6%
1.6
1,528
5.4%
LARGEST VALUES
358.8
1
<0.1%
43.7
1
<0.1%
40.7
1
<0.1%
27.7
1
<0.1%
23.8
1
<0.1%
17.3
1
<0.1%
16.1
1
<0.1%
15.4
1
<0.1%
14.0
1
<0.1%
10.6
1
<0.1%
10.3
1
<0.1%
8.0
1
<0.1%
7.4
1
<0.1%
7.3
1
<0.1%
7.2
1
<0.1%
monocyte_cnt
MISSING:
1,181
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
monocyte_pct
0.52
WBC
0.43
neutrophil_cnt
0.41
basophil_cnt
0.21
lymphocyte_cnt
0.20
eosinophil_cnt
0.19
lymphocyte_pct
-0.17
WAIST_CIRC
0.15
URIC_ACID
0.14
HDL
-0.14
hematocrit
0.13
WEIGHT
0.13
platelets
0.12
hemoglobin
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.14
GENDER
0.12
sw_smoker_cat
0.11
sw_overweight
0.06
sw_cannabis
0.06
sw_drugs
0.06
EDUCATION
0.06
CAD
0.05
MI
0.05
sw_diabrisk
0.04
sw_prediab
0.04
CHF
0.04
FAMILY_SIZE
0.04
HOUSE_INDIV
0.04
MOST FREQUENT VALUES
0.5
6,741
24.0%
0.4
5,771
20.6%
0.6
5,494
19.6%
0.7
3,309
11.8%
0.3
2,629
9.4%
0.8
1,804
6.4%
0.9
978
3.5%
1.0
453
1.6%
0.2
419
1.5%
1.1
207
0.7%
1.2
106
0.4%
1.3
45
0.2%
0.1
32
0.1%
1.4
31
0.1%
1.5
27
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
0.1
32
0.1%
0.2
419
1.5%
0.3
2,629
9.4%
0.4
5,771
20.6%
0.5
6,741
24.0%
0.6
5,494
19.6%
0.7
3,309
11.8%
0.8
1,804
6.4%
0.9
978
3.5%
1.0
453
1.6%
1.1
207
0.7%
1.2
106
0.4%
1.3
45
0.2%
1.4
31
0.1%
LARGEST VALUES
10.2
1
<0.1%
4.3
1
<0.1%
2.8
1
<0.1%
2.6
4
<0.1%
1.9
3
<0.1%
1.8
5
<0.1%
1.7
5
<0.1%
1.6
8
<0.1%
1.5
27
<0.1%
1.4
31
0.1%
1.3
45
0.2%
1.2
106
0.4%
1.1
207
0.7%
1.0
453
1.6%
0.9
978
3.5%
neutrophil_cnt
MISSING:
1,181
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WBC
0.70
neutrophil_pct
0.67
lymphocyte_pct
-0.60
monocyte_cnt
0.41
monocyte_pct
-0.37
basophil_cnt
0.34
platelets
0.26
pusle
0.21
eosinophil_cnt
0.20
WAIST_CIRC
0.19
BMI
0.18
eosinophil_pct
-0.17
HDL
-0.17
lymphocyte_cnt
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.20
sw_smoker_cat
0.15
sw_overweight
0.11
sw_diabrisk
0.08
EDUCATION
0.08
sw_diab
0.07
sw_prediab
0.07
sw_oral_antidiab
0.06
sw_drugs
0.06
sw_cannabis
0.06
sw_insulin
0.05
FAMILY_DIAB
0.05
MI
0.04
CHF
0.04
MOST FREQUENT VALUES
3.6
831
3.0%
3.9
810
2.9%
3.5
803
2.9%
3.4
782
2.8%
3.7
777
2.8%
3.0
768
2.7%
3.2
767
2.7%
4.0
762
2.7%
4.1
761
2.7%
3.1
760
2.7%
3.8
752
2.7%
3.3
710
2.5%
4.2
700
2.5%
4.3
684
2.4%
4.4
659
2.3%
SMALLEST VALUES
0.1
1
<0.1%
0.2
1
<0.1%
0.3
1
<0.1%
0.4
4
<0.1%
0.6
2
<0.1%
0.8
5
<0.1%
0.9
16
<0.1%
1.0
20
<0.1%
1.1
29
0.1%
1.2
44
0.2%
1.3
70
0.2%
1.4
91
0.3%
1.5
114
0.4%
1.6
149
0.5%
1.7
193
0.7%
LARGEST VALUES
83.1
1
<0.1%
35.2
1
<0.1%
25.6
1
<0.1%
22.4
1
<0.1%
19.4
1
<0.1%
17.3
1
<0.1%
16.6
3
<0.1%
15.8
2
<0.1%
15.7
1
<0.1%
15.6
1
<0.1%
15.5
4
<0.1%
15.3
1
<0.1%
15.0
1
<0.1%
14.7
3
<0.1%
14.4
1
<0.1%
eosinophil_cnt
MISSING:
1,181
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
eosinophil_pct
0.85
WBC
0.28
basophil_cnt
0.28
neutrophil_cnt
0.20
monocyte_cnt
0.19
lymphocyte_cnt
0.14
HDL
-0.13
neutrophil_pct
-0.13
platelets
0.10
basophil_pct
0.09
URIC_ACID
0.09
WAIST_CIRC
0.08
TRIGLYCERIDS
0.08
lymphocyte_pct
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.08
GENDER
0.08
sw_smoker_cat
0.07
sw_asthma_ever
0.06
MI
0.05
sw_oral_antidiab
0.05
sw_diab
0.05
sw_diabrisk
0.04
EDUCATION
0.04
sw_prediab
0.04
sw_overweight
0.04
sw_insulin
0.04
CAD
0.04
CHF
0.03
MOST FREQUENT VALUES
0.1
11,297
40.2%
0.2
8,112
28.9%
0.3
3,770
13.4%
0.4
1,683
6.0%
0.0
1,514
5.4%
0.5
773
2.8%
0.6
385
1.4%
0.7
198
0.7%
0.8
106
0.4%
0.9
60
0.2%
1.0
58
0.2%
1.1
28
<0.1%
1.3
19
<0.1%
1.2
16
<0.1%
1.5
11
<0.1%
SMALLEST VALUES
0.0
1,514
5.4%
0.1
11,297
40.2%
0.2
8,112
28.9%
0.3
3,770
13.4%
0.4
1,683
6.0%
0.5
773
2.8%
0.6
385
1.4%
0.7
198
0.7%
0.8
106
0.4%
0.9
60
0.2%
1.0
58
0.2%
1.1
28
<0.1%
1.2
16
<0.1%
1.3
19
<0.1%
1.4
10
<0.1%
LARGEST VALUES
8.4
1
<0.1%
4.9
1
<0.1%
4.3
1
<0.1%
3.7
1
<0.1%
3.6
1
<0.1%
3.2
1
<0.1%
3.1
2
<0.1%
3.0
1
<0.1%
2.9
1
<0.1%
2.7
1
<0.1%
2.4
1
<0.1%
2.3
3
<0.1%
2.2
2
<0.1%
2.1
2
<0.1%
1.9
2
<0.1%
basophil_cnt
MISSING:
1,181
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
basophil_pct
0.67
neutrophil_cnt
0.34
WBC
0.30
eosinophil_cnt
0.28
monocyte_cnt
0.21
platelets
0.16
lymphocyte_cnt
0.11
SEQN
0.10
BILIRUBIN
-0.09
WAIST_CIRC
0.09
RDW
0.09
BMI
0.08
TRIGLYCERIDS
0.08
eosinophil_pct
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_smoker_cat
0.08
sw_overweight
0.07
sw_diabrisk
0.05
ETHNICITY
0.05
sw_prediab
0.04
sw_diab
0.04
EDUCATION
0.04
sw_oral_antidiab
0.04
FAMILY_DIAB
0.04
sw_drugs
0.03
sw_insulin
0.03
CAD
0.03
sw_asthma_ever
0.03
RENAL
0.02
MOST FREQUENT VALUES
0.0
15,823
56.4%
0.1
11,727
41.8%
0.2
415
1.5%
0.3
74
0.3%
0.4
20
<0.1%
0.5
6
<0.1%
0.7
3
<0.1%
0.6
3
<0.1%
2.1
1
<0.1%
4.7
1
<0.1%
0.8
1
<0.1%
1.3
1
<0.1%
SMALLEST VALUES
0.0
15,823
56.4%
0.1
11,727
41.8%
0.2
415
1.5%
0.3
74
0.3%
0.4
20
<0.1%
0.5
6
<0.1%
0.6
3
<0.1%
0.7
3
<0.1%
0.8
1
<0.1%
1.3
1
<0.1%
2.1
1
<0.1%
4.7
1
<0.1%
LARGEST VALUES
4.7
1
<0.1%
2.1
1
<0.1%
1.3
1
<0.1%
0.8
1
<0.1%
0.7
3
<0.1%
0.6
3
<0.1%
0.5
6
<0.1%
0.4
20
<0.1%
0.3
74
0.3%
0.2
415
1.5%
0.1
11,727
41.8%
0.0
15,823
56.4%
RBC
MISSING:
1,139
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hematocrit
0.78
hemoglobin
0.70
MCV
-0.37
MCH
-0.34
HEIGHT
0.33
URIC_ACID
0.26
ALBUMIN
0.26
HDL
-0.25
WEIGHT
0.23
DBP_second
0.18
FERRITIN
0.18
SBP_second
0.18
IRON
0.15
AGE
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.20
sw_drugs
0.11
ETHNICITY
0.10
sw_cannabis
0.09
sw_malignancy
0.06
RENAL
0.05
pulse_type
0.04
DIALYSIS
0.04
CHF
0.03
STROKE
0.03
diab_retinopathy
0.03
HOUSE_INDIV
0.03
FAMILY_SIZE
0.02
sw_overweight
0.02
MOST FREQUENT VALUES
4.64
317
1.1%
4.53
305
1.1%
4.57
296
1.1%
4.61
294
1.0%
4.82
293
1.0%
4.47
292
1.0%
4.72
284
1.0%
4.89
282
1.0%
4.68
279
1.0%
4.93
269
1.0%
4.86
269
1.0%
4.36
269
1.0%
4.43
268
1.0%
4.74
258
0.9%
4.97
251
0.9%
SMALLEST VALUES
2.4
1
<0.1%
2.52
1
<0.1%
2.53
1
<0.1%
2.56
1
<0.1%
2.61
1
<0.1%
2.65
1
<0.1%
2.78
2
<0.1%
2.79
3
<0.1%
2.81
1
<0.1%
2.83
1
<0.1%
2.86
2
<0.1%
2.87
1
<0.1%
2.89
1
<0.1%
2.9
3
<0.1%
2.91
3
<0.1%
LARGEST VALUES
8.3
1
<0.1%
7.9
1
<0.1%
7.84
1
<0.1%
7.14
1
<0.1%
7.05
1
<0.1%
7.04
1
<0.1%
6.97
1
<0.1%
6.91
3
<0.1%
6.9
1
<0.1%
6.82
2
<0.1%
6.81
1
<0.1%
6.8
1
<0.1%
6.78
1
<0.1%
6.75
1
<0.1%
6.73
1
<0.1%
hemoglobin
MISSING:
1,139
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hematocrit
0.96
RBC
0.70
MCH
0.42
RDW
-0.42
IRON
0.41
MCHC
0.40
HEIGHT
0.40
ALBUMIN
0.36
MCV
0.34
FERRITIN
0.29
BILIRUBIN
0.28
URIC_ACID
0.27
CALCIO
0.20
HDL
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.25
ETHNICITY
0.19
sw_drugs
0.11
sw_cannabis
0.09
sw_smoker_cat
0.07
pulse_type
0.05
RENAL
0.05
sw_malignancy
0.04
DIALYSIS
0.04
sw_diabrisk
0.04
sw_diab
0.04
diab_retinopathy
0.03
sw_insulin
0.03
sw_prediab
0.03
MOST FREQUENT VALUES
13.9
982
3.5%
14.1
880
3.1%
15.0
832
3.0%
13.1
785
2.8%
14.3
761
2.7%
13.8
748
2.7%
14.5
738
2.6%
13.5
736
2.6%
13.6
733
2.6%
13.7
720
2.6%
14.8
707
2.5%
15.4
701
2.5%
13.3
694
2.5%
14.4
688
2.4%
13.4
678
2.4%
SMALLEST VALUES
6.1
2
<0.1%
6.2
1
<0.1%
6.3
1
<0.1%
6.4
3
<0.1%
6.7
1
<0.1%
6.8
1
<0.1%
6.9
2
<0.1%
7.0
4
<0.1%
7.1
2
<0.1%
7.2
3
<0.1%
7.5
3
<0.1%
7.6
5
<0.1%
7.7
2
<0.1%
7.8
4
<0.1%
7.9
5
<0.1%
LARGEST VALUES
19.9
2
<0.1%
19.7
2
<0.1%
19.6
1
<0.1%
19.5
2
<0.1%
19.2
1
<0.1%
19.1
1
<0.1%
19.0
3
<0.1%
18.9
2
<0.1%
18.8
5
<0.1%
18.7
7
<0.1%
18.6
4
<0.1%
18.5
6
<0.1%
18.4
7
<0.1%
18.3
14
<0.1%
18.2
9
<0.1%
hematocrit
MISSING:
1,139
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hemoglobin
0.96
RBC
0.78
HEIGHT
0.39
IRON
0.37
ALBUMIN
0.34
RDW
-0.31
FERRITIN
0.30
MCV
0.28
URIC_ACID
0.27
MCH
0.27
BILIRUBIN
0.23
CALCIO
0.19
platelets
-0.18
HDL
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.23
ETHNICITY
0.15
sw_drugs
0.11
sw_cannabis
0.08
sw_smoker_cat
0.07
pulse_type
0.05
RENAL
0.04
sw_malignancy
0.04
DIALYSIS
0.04
diab_retinopathy
0.03
sw_insulin
0.03
sw_diab
0.03
sw_diabrisk
0.03
STROKE
0.03
MOST FREQUENT VALUES
41.3
349
1.2%
40.3
348
1.2%
41.8
339
1.2%
39.8
335
1.2%
42.8
328
1.2%
42.2
323
1.1%
43.8
304
1.1%
40.9
302
1.1%
38.3
292
1.0%
39.2
291
1.0%
44.7
291
1.0%
43.4
291
1.0%
38.8
290
1.0%
42.4
290
1.0%
44.3
286
1.0%
SMALLEST VALUES
20.5
1
<0.1%
20.8
2
<0.1%
21.3
1
<0.1%
21.7
1
<0.1%
21.8
1
<0.1%
22.7
1
<0.1%
22.8
1
<0.1%
23.0
1
<0.1%
23.1
1
<0.1%
23.2
1
<0.1%
23.3
2
<0.1%
23.4
3
<0.1%
23.6
1
<0.1%
23.9
1
<0.1%
24.0
3
<0.1%
LARGEST VALUES
59.0
1
<0.1%
58.8
1
<0.1%
57.8
1
<0.1%
57.7
1
<0.1%
57.5
1
<0.1%
56.5
1
<0.1%
56.4
1
<0.1%
56.3
1
<0.1%
55.9
2
<0.1%
55.8
1
<0.1%
55.6
1
<0.1%
55.5
3
<0.1%
55.4
3
<0.1%
55.2
1
<0.1%
55.1
1
<0.1%
MCV
MISSING:
1,139
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MCH
0.93
RDW
-0.46
RBC
-0.37
hemoglobin
0.34
MCHC
0.34
IRON
0.32
hematocrit
0.28
platelets
-0.18
BMI
-0.18
FERRITIN
0.17
GLOBULIN
-0.17
AGE
0.16
BILIRUBIN
0.13
HDL
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.14
sw_drugs
0.06
FAMILY_SIZE
0.05
HOUSE_INDIV
0.05
pulse_type
0.05
sw_smoker_cat
0.05
sw_cannabis
0.04
EDUCATION
0.03
MI
0.02
GENDER
0.02
sw_prediab
0.01
CAD
0.01
FAMILY_DIAB
0.01
sw_insulin
0.01
MOST FREQUENT VALUES
89.4
322
1.1%
88.9
322
1.1%
89.1
306
1.1%
89.8
296
1.1%
91.6
291
1.0%
90.1
290
1.0%
89.6
287
1.0%
90.7
286
1.0%
90.3
279
1.0%
86.6
274
1.0%
86.9
272
1.0%
91.4
272
1.0%
88.6
266
0.9%
90.5
264
0.9%
88.8
262
0.9%
SMALLEST VALUES
35.4
1
<0.1%
50.5
1
<0.1%
50.8
1
<0.1%
51.6
1
<0.1%
54.0
1
<0.1%
54.9
1
<0.1%
55.1
1
<0.1%
55.3
1
<0.1%
55.7
2
<0.1%
56.3
1
<0.1%
56.8
1
<0.1%
57.5
1
<0.1%
57.6
1
<0.1%
57.7
2
<0.1%
57.8
1
<0.1%
LARGEST VALUES
125.3
1
<0.1%
118.1
1
<0.1%
116.8
1
<0.1%
116.5
1
<0.1%
115.6
1
<0.1%
115.3
1
<0.1%
114.3
1
<0.1%
113.8
1
<0.1%
113.4
1
<0.1%
113.1
1
<0.1%
112.2
1
<0.1%
111.8
2
<0.1%
111.3
1
<0.1%
111.2
1
<0.1%
111.0
1
<0.1%
MCH
MISSING:
1,139
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MCV
0.93
MCHC
0.65
RDW
-0.55
hemoglobin
0.42
IRON
0.35
RBC
-0.34
hematocrit
0.27
GLOBULIN
-0.20
BILIRUBIN
0.19
platelets
-0.18
BMI
-0.18
SEQN
-0.16
FERRITIN
0.16
ALBUMIN
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.17
sw_drugs
0.07
sw_smoker_cat
0.06
FAMILY_SIZE
0.05
HOUSE_INDIV
0.05
sw_cannabis
0.05
pulse_type
0.05
GENDER
0.03
EDUCATION
0.03
FAMILY_DIAB
0.02
sw_insulin
0.02
sw_diabrisk
0.02
MI
0.01
sw_diab
0.01
MOST FREQUENT VALUES
31.3
788
2.8%
30.0
758
2.7%
30.8
697
2.5%
31.5
694
2.5%
30.3
679
2.4%
29.5
632
2.2%
29.8
616
2.2%
31.0
608
2.2%
30.7
608
2.2%
30.5
598
2.1%
31.1
596
2.1%
30.2
590
2.1%
30.6
576
2.0%
31.7
575
2.0%
31.2
563
2.0%
SMALLEST VALUES
12.4
1
<0.1%
14.6
1
<0.1%
15.0
1
<0.1%
15.1
1
<0.1%
15.2
1
<0.1%
15.3
1
<0.1%
15.8
1
<0.1%
16.2
2
<0.1%
16.3
1
<0.1%
16.6
1
<0.1%
16.8
2
<0.1%
17.1
3
<0.1%
17.3
3
<0.1%
17.7
3
<0.1%
17.8
1
<0.1%
LARGEST VALUES
60.8
1
<0.1%
56.2
1
<0.1%
46.4
1
<0.1%
44.4
1
<0.1%
41.0
1
<0.1%
40.9
1
<0.1%
40.2
1
<0.1%
40.0
1
<0.1%
39.6
1
<0.1%
39.2
1
<0.1%
39.0
3
<0.1%
38.9
1
<0.1%
38.4
1
<0.1%
38.3
1
<0.1%
38.2
2
<0.1%
MCHC
MISSING:
1,124
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MCH
0.65
RDW
-0.50
hemoglobin
0.40
SEQN
-0.35
MCV
0.34
IRON
0.23
BILIRUBIN
0.23
FOLATE
-0.22
TRIGLYCERIDS
0.18
ALBUMIN
0.18
GLOBULIN
-0.17
hematocrit
0.13
MPV
-0.13
HEIGHT
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.13
sw_drugs
0.08
pulse_type
0.05
sw_cannabis
0.05
sw_malignancy
0.03
EDUCATION
0.02
FAMILY_SIZE
0.02
HOUSE_INDIV
0.02
sw_smoker_cat
0.02
STROKE
0.02
sw_overweight
0.02
DIALYSIS
0.02
CHF
0.02
RENAL
0.01
MOST FREQUENT VALUES
34.2
1,452
5.2%
33.8
1,424
5.1%
34.0
1,244
4.4%
34.8
1,144
4.1%
33.3
1,137
4.0%
33.7
1,061
3.8%
34.3
1,057
3.8%
34.5
1,050
3.7%
33.6
1,040
3.7%
33.9
891
3.2%
34.1
889
3.2%
33.5
860
3.1%
33.4
859
3.1%
34.7
855
3.0%
33.2
792
2.8%
SMALLEST VALUES
25.1
1
<0.1%
25.2
1
<0.1%
27.1
1
<0.1%
27.6
1
<0.1%
27.7
1
<0.1%
27.9
1
<0.1%
28.0
1
<0.1%
28.2
1
<0.1%
28.5
1
<0.1%
28.6
1
<0.1%
28.7
2
<0.1%
28.8
1
<0.1%
29.0
2
<0.1%
29.2
3
<0.1%
29.3
7
<0.1%
LARGEST VALUES
44.9
1
<0.1%
43.5
1
<0.1%
43.3
1
<0.1%
41.7
1
<0.1%
41.6
1
<0.1%
40.9
1
<0.1%
39.0
1
<0.1%
38.7
2
<0.1%
38.3
1
<0.1%
38.1
3
<0.1%
38.0
1
<0.1%
37.9
1
<0.1%
37.8
1
<0.1%
37.7
1
<0.1%
37.6
4
<0.1%
RDW
MISSING:
1,139
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MCH
-0.55
MCHC
-0.50
MCV
-0.46
hemoglobin
-0.42
hematocrit
-0.31
IRON
-0.30
SEQN
0.29
ALBUMIN
-0.27
FOLATE
0.22
BILIRUBIN
-0.20
GLOBULIN
0.20
BMI
0.17
WAIST_CIRC
0.16
AGE
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.07
sw_prediab
0.07
GENDER
0.07
sw_diabrisk
0.06
sw_diab
0.06
sw_oral_antidiab
0.05
pulse_type
0.04
CHF
0.04
FAMILY_DIAB
0.04
MI
0.04
ETHNICITY
0.03
sw_drugs
0.03
STROKE
0.03
RENAL
0.03
MOST FREQUENT VALUES
12.5
1,529
5.4%
13.1
1,503
5.3%
12.9
1,497
5.3%
13.3
1,170
4.2%
12.7
1,146
4.1%
12.6
1,132
4.0%
13.0
1,121
4.0%
13.4
1,051
3.7%
13.5
1,031
3.7%
12.4
1,023
3.6%
12.3
936
3.3%
12.2
876
3.1%
12.8
848
3.0%
13.2
829
2.9%
13.7
817
2.9%
SMALLEST VALUES
9.7
1
<0.1%
10.7
1
<0.1%
10.8
4
<0.1%
10.9
2
<0.1%
11.0
21
<0.1%
11.1
17
<0.1%
11.2
42
0.1%
11.3
65
0.2%
11.4
154
0.5%
11.5
135
0.5%
11.6
352
1.3%
11.7
193
0.7%
11.8
390
1.4%
11.9
539
1.9%
12.0
744
2.6%
LARGEST VALUES
37.8
1
<0.1%
31.8
1
<0.1%
30.9
1
<0.1%
30.8
1
<0.1%
30.6
1
<0.1%
29.8
1
<0.1%
29.2
1
<0.1%
29.1
1
<0.1%
28.8
1
<0.1%
28.2
1
<0.1%
26.4
1
<0.1%
26.1
1
<0.1%
26.0
3
<0.1%
25.9
1
<0.1%
25.8
1
<0.1%
platelets
MISSING:
1,140
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MPV
-0.41
neutrophil_cnt
0.26
WBC
0.21
hemoglobin
-0.19
pusle
0.19
MCV
-0.18
hematocrit
-0.18
MCH
-0.18
HEIGHT
-0.18
GLOBULIN
0.17
FERRITIN
-0.17
IRON
-0.17
BILIRUBIN
-0.16
basophil_cnt
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.19
sw_cannabis
0.10
sw_drugs
0.10
sw_overweight
0.07
CAD
0.07
ETHNICITY
0.06
CHF
0.05
MI
0.05
sw_diabrisk
0.05
sw_malignancy
0.04
sw_smoker_cat
0.04
EDUCATION
0.04
HOUSE_INDIV
0.03
FAMILY_DIAB
0.03
MOST FREQUENT VALUES
239.0
226
0.8%
235.0
225
0.8%
220.0
222
0.8%
229.0
222
0.8%
226.0
214
0.8%
211.0
214
0.8%
225.0
210
0.7%
237.0
210
0.7%
241.0
209
0.7%
234.0
208
0.7%
233.0
208
0.7%
230.0
208
0.7%
223.0
206
0.7%
212.0
205
0.7%
236.0
204
0.7%
SMALLEST VALUES
11.0
1
<0.1%
14.0
1
<0.1%
18.0
1
<0.1%
22.0
1
<0.1%
27.0
1
<0.1%
28.0
1
<0.1%
35.0
1
<0.1%
36.0
1
<0.1%
38.0
1
<0.1%
39.0
1
<0.1%
41.0
2
<0.1%
47.0
1
<0.1%
48.0
1
<0.1%
49.0
2
<0.1%
53.0
1
<0.1%
LARGEST VALUES
991.0
1
<0.1%
818.0
1
<0.1%
799.0
1
<0.1%
777.0
1
<0.1%
681.0
1
<0.1%
672.0
1
<0.1%
669.0
1
<0.1%
667.0
1
<0.1%
664.0
1
<0.1%
662.0
1
<0.1%
659.0
1
<0.1%
651.0
1
<0.1%
646.0
2
<0.1%
633.0
1
<0.1%
629.0
2
<0.1%
MPV
MISSING:
1,140
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
platelets
-0.41
FOLATE
0.21
SEQN
0.20
MCHC
-0.13
RDW
0.10
MCH
-0.09
HbA1c
0.07
BMI
0.07
GLUCOSE
0.07
WAIST_CIRC
0.06
Glucose_basal
0.06
WEIGHT
0.05
CHOLESTEROL
-0.05
RBC
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.06
sw_drugs
0.06
sw_overweight
0.04
sw_prediab
0.04
pulse_type
0.04
sw_malignancy
0.04
sw_diabrisk
0.04
sw_diab
0.04
GENDER
0.03
sw_cannabis
0.03
sw_oral_antidiab
0.03
EDUCATION
0.02
sw_smoker_cat
0.02
FAMILY_DIAB
0.02
MOST FREQUENT VALUES
8.1
1,641
5.8%
7.6
1,466
5.2%
8.4
1,443
5.1%
7.9
1,267
4.5%
8.0
1,265
4.5%
8.2
1,216
4.3%
7.8
1,212
4.3%
8.6
1,199
4.3%
7.5
1,097
3.9%
7.4
1,006
3.6%
7.3
910
3.2%
8.9
903
3.2%
7.7
867
3.1%
8.5
854
3.0%
7.1
851
3.0%
SMALLEST VALUES
5.0
1
<0.1%
5.1
3
<0.1%
5.2
1
<0.1%
5.4
6
<0.1%
5.5
5
<0.1%
5.6
10
<0.1%
5.7
11
<0.1%
5.8
10
<0.1%
5.9
26
<0.1%
6.0
23
<0.1%
6.1
74
0.3%
6.2
40
0.1%
6.3
106
0.4%
6.4
200
0.7%
6.5
112
0.4%
LARGEST VALUES
15.1
1
<0.1%
13.6
1
<0.1%
13.5
1
<0.1%
13.3
1
<0.1%
13.0
2
<0.1%
12.8
1
<0.1%
12.6
3
<0.1%
12.5
4
<0.1%
12.4
2
<0.1%
12.3
7
<0.1%
12.2
5
<0.1%
12.1
5
<0.1%
12.0
4
<0.1%
11.9
8
<0.1%
11.8
11
<0.1%
sw_diab
MISSING:
---
TOP CATEGORIES
2
24,899
85%
1
3,674
13%
9
683
2%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_diab
PROVIDES INFORMATION ON...
sw_oral_antidiab
0.67
sw_prediab
0.65
sw_diabrisk
0.50
sw_insulin
0.49
diab_retinopathy
0.47
DIALYSIS
0.08
CHF
0.06
CAD
0.05
MI
0.05
RENAL
0.04
sw_overweight
0.04
STROKE
0.04
FAMILY_DIAB
0.03
sw_cannabis
0.02

THESE FEATURES
GIVE INFORMATION
ON sw_diab:
sw_prediab
0.85
sw_diabrisk
0.77
sw_oral_antidiab
0.45
sw_insulin
0.15
diab_retinopathy
0.11
FAMILY_DIAB
0.05
sw_overweight
0.05
sw_cannabis
0.05
CAD
0.02
CHF
0.02
MI
0.02
RENAL
0.01
EDUCATION
0.01
STROKE
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
CORRELATION RATIO WITH...
GLUCOSE
0.42
HbA1c
0.41
AGE
0.30
WAIST_CIRC
0.25
BMI
0.19
BUN
0.17
WEIGHT
0.15
Glucose_basal
0.15
HOMA_IR
0.12
EXAM_wgt
0.11
INTERVIE_wgt
0.11
TRIGLYCERIDS
0.11
CREATININE
0.10
HDL
0.09
sw_prediab
MISSING:
---
TOP CATEGORIES
2
23,118
79%
9
4,378
15%
1
1,760
6%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_prediab
PROVIDES INFORMATION ON...
sw_diab
0.85
sw_oral_antidiab
0.66
sw_insulin
0.44
sw_diabrisk
0.44
diab_retinopathy
0.42
DIALYSIS
0.07
CHF
0.07
CAD
0.06
sw_overweight
0.05
MI
0.05
RENAL
0.04
FAMILY_DIAB
0.04
STROKE
0.04
sw_cannabis
0.02

THESE FEATURES
GIVE INFORMATION
ON sw_prediab:
sw_diab
0.65
sw_diabrisk
0.51
sw_oral_antidiab
0.34
sw_insulin
0.10
diab_retinopathy
0.08
sw_overweight
0.06
FAMILY_DIAB
0.05
sw_cannabis
0.04
CAD
0.01
MI
0.01
CHF
0.01
HOUSE_INDIV
0.01
RENAL
0.01
sw_smoker_cat
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_prediab
CORRELATION RATIO WITH...
GLUCOSE
0.41
HbA1c
0.41
AGE
0.32
WAIST_CIRC
0.27
BMI
0.21
BUN
0.17
WEIGHT
0.17
Glucose_basal
0.15
HOMA_IR
0.12
TRIGLYCERIDS
0.11
EXAM_wgt
0.11
INTERVIE_wgt
0.11
SEQN
0.11
DBP_first
0.10
sw_diabrisk
MISSING:
---
TOP CATEGORIES
2
21,826
75%
9
3,742
13%
1
3,688
13%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_diabrisk
PROVIDES INFORMATION ON...
sw_diab
0.77
sw_oral_antidiab
0.64
sw_prediab
0.51
sw_insulin
0.48
diab_retinopathy
0.46
FAMILY_DIAB
0.11
DIALYSIS
0.07
CHF
0.06
sw_overweight
0.06
CAD
0.05
MI
0.05
RENAL
0.05
STROKE
0.03
sw_cannabis
0.02

THESE FEATURES
GIVE INFORMATION
ON sw_diabrisk:
sw_diab
0.50
sw_prediab
0.44
sw_oral_antidiab
0.28
FAMILY_DIAB
0.11
sw_insulin
0.10
diab_retinopathy
0.07
sw_overweight
0.05
sw_cannabis
0.03
CAD
0.01
CHF
0.01
MI
0.01
EDUCATION
0.01
RENAL
0.01
sw_drugs
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diabrisk
CORRELATION RATIO WITH...
GLUCOSE
0.41
HbA1c
0.41
AGE
0.28
WAIST_CIRC
0.27
BMI
0.23
WEIGHT
0.18
BUN
0.17
Glucose_basal
0.14
HOMA_IR
0.12
TRIGLYCERIDS
0.11
EXAM_wgt
0.11
INTERVIE_wgt
0.11
CREATININE
0.10
HDL
0.10
sw_insulin
MISSING:
---
TOP CATEGORIES
0
28,264
97%
1
992
3%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_insulin
PROVIDES INFORMATION ON...
diab_retinopathy
0.24
sw_diab
0.15
sw_prediab
0.10
sw_diabrisk
0.10
DIALYSIS
0.08
sw_oral_antidiab
0.08
RENAL
0.04
CHF
0.04
CAD
0.03
MI
0.02
STROKE
0.02
FAMILY_DIAB
0.01
sw_overweight
0.01
sw_cannabis
0.01

THESE FEATURES
GIVE INFORMATION
ON sw_insulin:
sw_diab
0.49
sw_diabrisk
0.48
sw_prediab
0.44
diab_retinopathy
0.19
sw_oral_antidiab
0.17
FAMILY_DIAB
0.05
RENAL
0.04
sw_overweight
0.04
CHF
0.04
sw_cannabis
0.04
CAD
0.03
MI
0.03
STROKE
0.02
sw_drugs
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_insulin
CORRELATION RATIO WITH...
GLUCOSE
0.30
HbA1c
0.30
BUN
0.16
HOMA_IR
0.15
WAIST_CIRC
0.15
AGE
0.14
CREATININE
0.12
BMI
0.10
Insulin_basal
0.10
Glucose_basal
0.10
WEIGHT
0.09
HDL
0.06
TRIGLYCERIDS
0.06
INTERVIE_wgt
0.06
sw_oral_antidiab
MISSING:
---
TOP CATEGORIES
0
26,302
90%
1
2,954
10%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_oral_antidiab
PROVIDES INFORMATION ON...
sw_diab
0.45
sw_prediab
0.34
sw_diabrisk
0.28
diab_retinopathy
0.22
sw_insulin
0.17
CAD
0.04
CHF
0.03
MI
0.03
sw_overweight
0.03
FAMILY_DIAB
0.02
sw_cannabis
0.02
STROKE
0.02
RENAL
0.01
sw_malignancy
0.01

THESE FEATURES
GIVE INFORMATION
ON sw_oral_antidiab:
sw_diab
0.67
sw_prediab
0.66
sw_diabrisk
0.64
diab_retinopathy
0.08
sw_insulin
0.08
sw_cannabis
0.07
sw_overweight
0.06
FAMILY_DIAB
0.05
CAD
0.02
MI
0.02
sw_drugs
0.01
HOUSE_INDIV
0.01
CHF
0.01
sw_smoker_cat
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_oral_antidiab
CORRELATION RATIO WITH...
HbA1c
0.35
GLUCOSE
0.34
AGE
0.27
WAIST_CIRC
0.22
BMI
0.16
Glucose_basal
0.13
WEIGHT
0.13
BUN
0.12
EXAM_wgt
0.10
INTERVIE_wgt
0.10
TRIGLYCERIDS
0.10
HOMA_IR
0.09
HDL
0.08
CHOLESTEROL
0.08
diab_retinopathy
MISSING:
---
TOP CATEGORIES
0
28,517
97%
1
739
3%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
diab_retinopathy
PROVIDES INFORMATION ON...
sw_insulin
0.19
sw_diab
0.11
DIALYSIS
0.08
sw_oral_antidiab
0.08
sw_prediab
0.08
sw_diabrisk
0.07
RENAL
0.04
CHF
0.03
CAD
0.02
MI
0.02
STROKE
0.01
FAMILY_DIAB
0.01
sw_overweight
0.01
sw_cannabis
0.00

THESE FEATURES
GIVE INFORMATION
ON diab_retinopathy:
sw_diab
0.47
sw_diabrisk
0.46
sw_prediab
0.42
sw_insulin
0.24
sw_oral_antidiab
0.22
FAMILY_DIAB
0.05
RENAL
0.05
sw_cannabis
0.03
CHF
0.03
sw_overweight
0.03
CAD
0.03
MI
0.02
STROKE
0.02
EDUCATION
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diab_retinopathy
CORRELATION RATIO WITH...
GLUCOSE
0.22
HbA1c
0.21
BUN
0.13
AGE
0.12
CREATININE
0.12
WAIST_CIRC
0.10
HOMA_IR
0.06
BMI
0.06
INTERVIE_wgt
0.06
EXAM_wgt
0.06
Glucose_basal
0.06
WEIGHT
0.05
TRIGLYCERIDS
0.04
FOLATE
0.04
CAD
MISSING:
---
TOP CATEGORIES
2
28,216
96%
1
958
3%
9
82
<1%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CAD
PROVIDES INFORMATION ON...
MI
0.25
CHF
0.19
STROKE
0.04
sw_insulin
0.03
diab_retinopathy
0.03
RENAL
0.02
DIALYSIS
0.02
sw_diab
0.02
sw_oral_antidiab
0.02
sw_prediab
0.01
sw_cannabis
0.01
sw_diabrisk
0.01
sw_malignancy
0.01
sw_drugs
0.01

THESE FEATURES
GIVE INFORMATION
ON CAD:
MI
0.26
CHF
0.16
sw_cannabis
0.08
sw_prediab
0.06
sw_diabrisk
0.05
sw_diab
0.05
STROKE
0.04
sw_oral_antidiab
0.04
sw_drugs
0.03
sw_smoker_cat
0.03
sw_insulin
0.03
HOUSE_INDIV
0.03
FAMILY_SIZE
0.02
diab_retinopathy
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CAD
CORRELATION RATIO WITH...
AGE
0.20
BUN
0.11
WAIST_CIRC
0.09
CREATININE
0.08
GLUCOSE
0.08
HbA1c
0.08
platelets
0.07
lymphocyte_pct
0.06
URIC_ACID
0.06
CHOLESTEROL
0.06
monocyte_cnt
0.05
HDL
0.05
DBP_first
0.05
SBP_first
0.04
CHF
MISSING:
---
TOP CATEGORIES
2
28,444
97%
1
747
3%
9
65
<1%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CHF
PROVIDES INFORMATION ON...
CAD
0.16
MI
0.15
STROKE
0.04
DIALYSIS
0.04
RENAL
0.04
sw_insulin
0.04
diab_retinopathy
0.03
sw_diab
0.02
sw_prediab
0.01
sw_oral_antidiab
0.01
sw_diabrisk
0.01
pulse_type
0.01
sw_cannabis
0.01
sw_malignancy
0.01

THESE FEATURES
GIVE INFORMATION
ON CHF:
CAD
0.19
MI
0.18
sw_prediab
0.07
sw_diabrisk
0.06
sw_diab
0.06
sw_cannabis
0.06
STROKE
0.05
RENAL
0.04
sw_insulin
0.04
sw_oral_antidiab
0.03
sw_drugs
0.03
diab_retinopathy
0.03
sw_overweight
0.03
EDUCATION
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CHF
CORRELATION RATIO WITH...
AGE
0.16
BUN
0.13
WAIST_CIRC
0.12
CREATININE
0.11
GLUCOSE
0.08
URIC_ACID
0.08
BMI
0.07
lymphocyte_pct
0.07
WEIGHT
0.07
HbA1c
0.07
INTERVIE_wgt
0.05
EXAM_wgt
0.05
platelets
0.05
CHOLESTEROL
0.05
MI
MISSING:
---
TOP CATEGORIES
2
28,161
96%
1
1,059
4%
9
36
<1%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
MI
PROVIDES INFORMATION ON...
CAD
0.26
CHF
0.18
STROKE
0.05
sw_insulin
0.03
diab_retinopathy
0.02
RENAL
0.02
sw_diab
0.02
sw_oral_antidiab
0.02
DIALYSIS
0.01
sw_prediab
0.01
sw_diabrisk
0.01
sw_cannabis
0.01
sw_malignancy
0.01
sw_drugs
0.01

THESE FEATURES
GIVE INFORMATION
ON MI:
CAD
0.25
CHF
0.15
sw_cannabis
0.06
sw_prediab
0.05
sw_diab
0.05
sw_diabrisk
0.05
STROKE
0.05
sw_oral_antidiab
0.03
sw_smoker_cat
0.03
sw_drugs
0.03
sw_insulin
0.02
HOUSE_INDIV
0.02
RENAL
0.02
diab_retinopathy
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MI
CORRELATION RATIO WITH...
AGE
0.18
BUN
0.10
WAIST_CIRC
0.10
CREATININE
0.08
GLUCOSE
0.08
HbA1c
0.07
URIC_ACID
0.06
lymphocyte_pct
0.05
CHOLESTEROL
0.05
eosinophil_cnt
0.05
monocyte_cnt
0.05
platelets
0.05
HDL
0.05
EXAM_wgt
0.04
STROKE
MISSING:
---
TOP CATEGORIES
2
28,312
97%
1
912
3%
9
32
<1%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
STROKE
PROVIDES INFORMATION ON...
CHF
0.05
MI
0.05
CAD
0.04
RENAL
0.02
diab_retinopathy
0.02
sw_insulin
0.02
DIALYSIS
0.02
sw_diab
0.01
sw_prediab
0.01
sw_malignancy
0.01
sw_oral_antidiab
0.01
sw_diabrisk
0.01
sw_cannabis
0.01
sw_drugs
0.00

THESE FEATURES
GIVE INFORMATION
ON STROKE:
MI
0.05
sw_cannabis
0.05
CHF
0.04
CAD
0.04
sw_prediab
0.04
sw_diab
0.04
sw_diabrisk
0.03
HOUSE_INDIV
0.02
sw_drugs
0.02
RENAL
0.02
FAMILY_SIZE
0.02
sw_oral_antidiab
0.02
sw_insulin
0.02
sw_smoker_cat
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
STROKE
CORRELATION RATIO WITH...
AGE
0.15
CREATININE
0.08
BUN
0.08
WAIST_CIRC
0.06
INTERVIE_wgt
0.05
EXAM_wgt
0.05
DBP_first
0.05
GLUCOSE
0.05
lymphocyte_pct
0.05
HbA1c
0.04
ALBUMIN
0.04
SBP_first
0.03
CHOLESTEROL
0.03
RBC
0.03
FAMILY_DIAB
MISSING:
---
TOP CATEGORIES
2
16,332
56%
1
12,385
42%
9
539
2%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
FAMILY_DIAB
PROVIDES INFORMATION ON...
sw_diabrisk
0.11
sw_diab
0.05
diab_retinopathy
0.05
sw_oral_antidiab
0.05
sw_insulin
0.05
sw_prediab
0.05
sw_overweight
0.02
RENAL
0.01
CHF
0.01
MI
0.01
CAD
0.01
STROKE
0.01
sw_asthma_ever
0.00
ETHNICITY
0.00

THESE FEATURES
GIVE INFORMATION
ON FAMILY_DIAB:
sw_diabrisk
0.11
sw_prediab
0.04
sw_diab
0.03
sw_oral_antidiab
0.02
sw_overweight
0.02
sw_insulin
0.01
diab_retinopathy
0.01
ETHNICITY
0.01
EDUCATION
0.00
RENAL
0.00
sw_asthma_ever
0.00
MI
0.00
CHF
0.00
GENDER
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
FAMILY_DIAB
CORRELATION RATIO WITH...
WAIST_CIRC
0.16
BMI
0.16
HbA1c
0.14
GLUCOSE
0.13
WEIGHT
0.12
EXAM_wgt
0.07
INTERVIE_wgt
0.07
BILIRUBIN
0.07
AGE
0.07
IRON
0.06
TRIGLYCERIDS
0.05
SEQN
0.05
HDL
0.05
neutrophil_cnt
0.05
sw_asthma_ever
MISSING:
---
TOP CATEGORIES
2
24,948
85%
1
4,286
15%
9
22
<1%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_asthma_ever
PROVIDES INFORMATION ON...
STROKE
0.01
CHF
0.01
sw_overweight
0.01
MI
0.01
RENAL
0.00
sw_diabrisk
0.00
sw_insulin
0.00
GENDER
0.00
sw_prediab
0.00
ETHNICITY
0.00
FAMILY_DIAB
0.00
CAD
0.00
sw_diab
0.00
sw_malignancy
0.00

THESE FEATURES
GIVE INFORMATION
ON sw_asthma_ever:
sw_overweight
0.01
ETHNICITY
0.01
sw_diabrisk
0.01
sw_cannabis
0.01
FAMILY_DIAB
0.00
GENDER
0.00
sw_prediab
0.00
sw_smoker_cat
0.00
EDUCATION
0.00
STROKE
0.00
CHF
0.00
sw_drugs
0.00
sw_diab
0.00
MI
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_asthma_ever
CORRELATION RATIO WITH...
BMI
0.09
WAIST_CIRC
0.07
WEIGHT
0.07
eosinophil_pct
0.06
eosinophil_cnt
0.06
AGE
0.04
BILIRUBIN
0.04
IRON
0.04
pusle
0.03
neutrophil_cnt
0.03
FAM_INCOME
0.03
basophil_cnt
0.03
lymphocyte_pct
0.02
WBC
0.02
sw_overweight
MISSING:
---
TOP CATEGORIES
2
18,705
64%
1
10,532
36%
9
19
<1%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_overweight
PROVIDES INFORMATION ON...
sw_prediab
0.06
sw_oral_antidiab
0.06
sw_diab
0.05
sw_diabrisk
0.05
sw_insulin
0.04
diab_retinopathy
0.03
CHF
0.03
FAMILY_DIAB
0.02
CAD
0.01
sw_asthma_ever
0.01
RENAL
0.01
MI
0.01
GENDER
0.01
STROKE
0.01

THESE FEATURES
GIVE INFORMATION
ON sw_overweight:
sw_diabrisk
0.06
sw_prediab
0.05
sw_diab
0.04
sw_oral_antidiab
0.03
FAMILY_DIAB
0.02
sw_insulin
0.01
GENDER
0.01
ETHNICITY
0.01
sw_asthma_ever
0.01
sw_smoker_cat
0.01
diab_retinopathy
0.01
CHF
0.01
FAMILY_SIZE
0.00
EDUCATION
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
CORRELATION RATIO WITH...
BMI
0.57
WAIST_CIRC
0.56
WEIGHT
0.50
HbA1c
0.14
GLUCOSE
0.14
URIC_ACID
0.12
AGE
0.12
Insulin_basal
0.12
neutrophil_cnt
0.11
HOMA_IR
0.11
IRON
0.11
HDL
0.11
TRIGLYCERIDS
0.10
WBC
0.10
sw_malignancy
MISSING:
---
TOP CATEGORIES
2
26,838
92%
1
2,395
8%
9
23
<1%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_malignancy
PROVIDES INFORMATION ON...
RENAL
0.02
STROKE
0.02
sw_cannabis
0.02
MI
0.01
CAD
0.01
CHF
0.01
sw_drugs
0.01
DIALYSIS
0.01
HOUSE_INDIV
0.01
ETHNICITY
0.01
FAMILY_SIZE
0.01
sw_diab
0.01
sw_oral_antidiab
0.01
sw_prediab
0.01

THESE FEATURES
GIVE INFORMATION
ON sw_malignancy:
sw_cannabis
0.06
HOUSE_INDIV
0.04
FAMILY_SIZE
0.04
ETHNICITY
0.03
sw_drugs
0.03
sw_smoker_cat
0.01
sw_prediab
0.01
sw_diab
0.01
STROKE
0.01
sw_diabrisk
0.01
RENAL
0.01
MI
0.01
CAD
0.01
CHF
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_malignancy
CORRELATION RATIO WITH...
AGE
0.25
lymphocyte_pct
0.08
BUN
0.07
WAIST_CIRC
0.06
RBC
0.06
PROTEIN
0.05
ALBUMIN
0.05
GLOBULIN
0.05
platelets
0.04
hematocrit
0.04
INTERVIE_wgt
0.04
hemoglobin
0.04
EXAM_wgt
0.04
MPV
0.04
RENAL
MISSING:
---
TOP CATEGORIES
2
28,366
97%
1
854
3%
9
36
<1%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
RENAL
PROVIDES INFORMATION ON...
DIALYSIS
0.51
diab_retinopathy
0.05
CHF
0.04
sw_insulin
0.04
STROKE
0.02
MI
0.02
CAD
0.02
sw_diab
0.01
sw_prediab
0.01
sw_diabrisk
0.01
sw_malignancy
0.01
sw_oral_antidiab
0.00
sw_cannabis
0.00
FAMILY_DIAB
0.00

THESE FEATURES
GIVE INFORMATION
ON RENAL:
DIALYSIS
0.07
sw_diabrisk
0.05
sw_diab
0.04
sw_prediab
0.04
sw_insulin
0.04
CHF
0.04
diab_retinopathy
0.04
sw_cannabis
0.02
MI
0.02
STROKE
0.02
CAD
0.02
sw_malignancy
0.02
FAMILY_DIAB
0.01
sw_overweight
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RENAL
CORRELATION RATIO WITH...
CREATININE
0.28
BUN
0.21
AGE
0.10
lymphocyte_pct
0.06
WAIST_CIRC
0.05
FERRITIN
0.05
GLUCOSE
0.05
RBC
0.05
FOLATE
0.05
hemoglobin
0.05
URIC_ACID
0.05
HbA1c
0.05
hematocrit
0.04
INTERVIE_wgt
0.04
DIALYSIS
MISSING:
---
TOP CATEGORIES
0
29,180
>99%
1
76
<1%
ALL
29,256
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DIALYSIS
PROVIDES INFORMATION ON...
RENAL
0.07
diab_retinopathy
0.01
sw_insulin
0.01
CHF
0.01
sw_diab
0.00
STROKE
0.00
CAD
0.00
sw_prediab
0.00
sw_diabrisk
0.00
MI
0.00
sw_malignancy
0.00
ETHNICITY
0.00
sw_cannabis
0.00
sw_oral_antidiab
0.00

THESE FEATURES
GIVE INFORMATION
ON DIALYSIS:
RENAL
0.51
sw_insulin
0.08
diab_retinopathy
0.08
sw_diab
0.08
sw_diabrisk
0.07
sw_prediab
0.07
CHF
0.04
ETHNICITY
0.03
sw_cannabis
0.02
CAD
0.02
STROKE
0.02
MI
0.01
sw_smoker_cat
0.01
HOUSE_INDIV
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DIALYSIS
CORRELATION RATIO WITH...
CREATININE
0.52
BUN
0.14
FERRITIN
0.11
RBC
0.04
FOLATE
0.04
hemoglobin
0.04
ALBUMIN
0.04
lymphocyte_pct
0.04
hematocrit
0.04
PHOSPHORUS
0.03
CHOLESTEROL
0.03
AGE
0.03
URIC_ACID
0.03
platelets
0.03
HDL
MISSING:
1,437
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TRIGLYCERIDS
-0.40
WAIST_CIRC
-0.34
WEIGHT
-0.33
BMI
-0.28
RBC
-0.25
URIC_ACID
-0.25
Insulin_basal
-0.24
HOMA_IR
-0.21
hemoglobin
-0.20
hematocrit
-0.18
HOMA_beta
-0.18
Glucose_basal
-0.17
neutrophil_cnt
-0.17
HEIGHT
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.23
EDUCATION
0.11
sw_overweight
0.11
sw_diabrisk
0.10
sw_diab
0.09
sw_prediab
0.09
sw_oral_antidiab
0.08
HOUSE_INDIV
0.08
FAMILY_SIZE
0.08
sw_smoker_cat
0.07
ETHNICITY
0.06
sw_insulin
0.06
CAD
0.05
MI
0.05
MOST FREQUENT VALUES
48.0
920
3.3%
41.0
873
3.1%
45.0
829
3.0%
44.0
802
2.9%
46.0
798
2.9%
43.0
795
2.9%
42.0
776
2.8%
50.0
744
2.7%
51.0
744
2.7%
40.0
735
2.6%
49.0
734
2.6%
47.0
732
2.6%
54.0
730
2.6%
53.0
682
2.5%
52.0
673
2.4%
SMALLEST VALUES
6.0
1
<0.1%
7.0
1
<0.1%
10.0
2
<0.1%
11.0
3
<0.1%
13.0
1
<0.1%
14.0
1
<0.1%
15.0
4
<0.1%
16.0
5
<0.1%
17.0
4
<0.1%
18.0
8
<0.1%
19.0
9
<0.1%
20.0
11
<0.1%
21.0
27
<0.1%
22.0
41
0.1%
23.0
34
0.1%
LARGEST VALUES
226.0
1
<0.1%
189.0
1
<0.1%
179.0
1
<0.1%
178.0
1
<0.1%
175.0
1
<0.1%
173.0
1
<0.1%
166.0
1
<0.1%
158.0
1
<0.1%
155.0
1
<0.1%
152.0
1
<0.1%
151.0
1
<0.1%
150.0
1
<0.1%
149.0
1
<0.1%
148.0
2
<0.1%
147.0
3
<0.1%
LDL
MISSING:
16,096
(55%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CHOLESTEROL
0.91
TRIGLYCERIDS
0.17
SBP_second
0.13
hemoglobin
0.13
hematocrit
0.13
DBP_second
0.13
RBC
0.13
CALCIO
0.10
PROTEIN
0.09
DBP_first
0.09
SBP_first
0.09
platelets
0.09
FERRITIN
0.08
URIC_ACID
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diabrisk
0.04
sw_diab
0.04
sw_prediab
0.03
ETHNICITY
0.03
sw_oral_antidiab
0.03
sw_insulin
0.02
diab_retinopathy
0.02
CAD
0.02
EDUCATION
0.02
MI
0.02
sw_drugs
0.02
sw_smoker_cat
0.01
DIALYSIS
0.01
FAMILY_DIAB
0.01
MOST FREQUENT VALUES
112.0
169
1.3%
103.0
168
1.3%
121.0
168
1.3%
104.0
167
1.3%
119.0
165
1.3%
106.0
164
1.2%
108.0
161
1.2%
98.0
161
1.2%
114.0
158
1.2%
94.0
156
1.2%
110.0
155
1.2%
91.0
155
1.2%
115.0
154
1.2%
100.0
154
1.2%
111.0
153
1.2%
SMALLEST VALUES
9.0
1
<0.1%
14.0
1
<0.1%
15.0
2
<0.1%
18.0
1
<0.1%
23.0
3
<0.1%
24.0
5
<0.1%
25.0
3
<0.1%
26.0
1
<0.1%
27.0
1
<0.1%
28.0
2
<0.1%
29.0
4
<0.1%
30.0
2
<0.1%
31.0
3
<0.1%
32.0
6
<0.1%
33.0
4
<0.1%
LARGEST VALUES
375.0
1
<0.1%
357.0
1
<0.1%
354.0
1
<0.1%
344.0
2
<0.1%
341.0
1
<0.1%
331.0
1
<0.1%
290.0
1
<0.1%
289.0
1
<0.1%
288.0
1
<0.1%
286.0
1
<0.1%
277.0
1
<0.1%
270.0
1
<0.1%
266.0
2
<0.1%
265.0
1
<0.1%
261.0
1
<0.1%
FERRITIN
MISSING:
20,929
(72%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CREATININE
0.37
hematocrit
0.30
hemoglobin
0.29
URIC_ACID
0.28
AGE
0.27
BUN
0.27
SEQN
0.27
IRON
0.23
HEIGHT
0.21
FOLATE
0.20
SBP_first
0.20
DBP_first
0.19
RBC
0.18
platelets
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DIALYSIS
0.11
ETHNICITY
0.07
RENAL
0.05
sw_prediab
0.05
sw_diabrisk
0.04
FAMILY_DIAB
0.04
EDUCATION
0.03
sw_overweight
0.03
sw_diab
0.03
FAMILY_SIZE
0.02
sw_oral_antidiab
0.02
sw_drugs
0.02
HOUSE_INDIV
0.02
STROKE
0.02
MOST FREQUENT VALUES
12.0
54
0.6%
22.0
52
0.6%
28.0
52
0.6%
27.0
51
0.6%
18.0
50
0.6%
26.0
45
0.5%
11.0
45
0.5%
10.0
45
0.5%
32.0
45
0.5%
20.0
43
0.5%
16.0
43
0.5%
35.0
42
0.5%
23.0
42
0.5%
40.0
42
0.5%
17.0
42
0.5%
SMALLEST VALUES
1.04
1
<0.1%
1.84
1
<0.1%
1.94
1
<0.1%
1.99
1
<0.1%
2.0
14
0.2%
2.63
1
<0.1%
2.91
1
<0.1%
2.93
1
<0.1%
3.0
23
0.3%
3.09
1
<0.1%
3.14
1
<0.1%
3.35
1
<0.1%
3.4
2
<0.1%
3.46
2
<0.1%
3.48
1
<0.1%
LARGEST VALUES
5190.0
1
<0.1%
2430.0
1
<0.1%
2360.0
1
<0.1%
2300.0
1
<0.1%
2240.0
1
<0.1%
2030.0
1
<0.1%
1840.0
2
<0.1%
1750.0
1
<0.1%
1720.0
1
<0.1%
1430.0
2
<0.1%
1410.0
1
<0.1%
1400.0
1
<0.1%
1320.0
1
<0.1%
1300.0
1
<0.1%
1220.0
1
<0.1%
FOLATE
MISSING:
2,977
(10%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SEQN
0.68
RDW
0.22
MCHC
-0.22
MPV
0.21
FERRITIN
0.20
BILIRUBIN
-0.20
BUN
0.13
EXAM_wgt
0.12
INTERVIE_wgt
0.12
AGE
0.10
hemoglobin
-0.09
platelets
-0.09
MCH
-0.09
WAIST_CIRC
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.11
EDUCATION
0.10
sw_prediab
0.09
sw_smoker_cat
0.08
sw_diabrisk
0.07
sw_diab
0.07
GENDER
0.06
sw_overweight
0.06
RENAL
0.05
sw_insulin
0.05
sw_oral_antidiab
0.04
DIALYSIS
0.04
diab_retinopathy
0.04
HOUSE_INDIV
0.04
MOST FREQUENT VALUES
446.0
184
0.7%
468.0
179
0.7%
486.0
172
0.7%
494.0
171
0.7%
455.0
162
0.6%
459.0
162
0.6%
490.0
161
0.6%
481.0
159
0.6%
477.0
157
0.6%
450.0
157
0.6%
464.0
157
0.6%
508.0
156
0.6%
472.0
150
0.6%
503.0
150
0.6%
499.0
145
0.6%
SMALLEST VALUES
1.9
1
<0.1%
2.2
1
<0.1%
2.4
1
<0.1%
2.5
1
<0.1%
2.6
3
<0.1%
2.7
1
<0.1%
2.8
2
<0.1%
2.9
2
<0.1%
3.0
2
<0.1%
3.1
4
<0.1%
3.2
6
<0.1%
3.3
3
<0.1%
3.4
5
<0.1%
3.5
6
<0.1%
3.6
6
<0.1%
LARGEST VALUES
2980.0
1
<0.1%
2850.0
1
<0.1%
2720.0
1
<0.1%
2600.0
1
<0.1%
2590.0
1
<0.1%
2560.0
1
<0.1%
2450.0
1
<0.1%
2420.0
1
<0.1%
2290.0
1
<0.1%
2230.0
1
<0.1%
2060.0
1
<0.1%
2010.0
1
<0.1%
2000.0
1
<0.1%
1950.0
1
<0.1%
1940.0
1
<0.1%